An IT engineer is a professional responsible for maintaining and managing the functions associated with the computer systems used in various companies and offices. IT engineers repair the computer systems to function normally at all times.

IT engineers use their diverse technological skills to design innovative information technology systems and troubleshoot various problems and issues. If you need someone to implement the IT systems safely and appropriately, the IT engineers can do that efficiently.

Without skilled and efficient IT engineers, it would be rather difficult for an organization to manage the functioning of its computer systems. The IT engineers work with the computer hardware, computer software, and networking systems.

Often IT engineers collaborate and work with other professionals actively involved in an IT environment. It makes it possible for them to design and implement different programs and equipment when they are needed. One of the most significant responsibilities of IT engineers is to resolve issues with faulty computer systems and update the technologies as and when necessary.

Other IT engineers handle management roles, thus supervising, assisting, and guiding various projects and assignments managed by entry-level IT professionals. The salary of the IT engineer depends on the level of responsibility handled by the professional.

IT engineer and their skills 

There are many different types of skills that IT engineers can have. While a single IT engineer may specialize in multiple fields, they don’t need to handle all the departments in a single office environment.

Here is a look at some of the tasks handled by the IT engineer.

  • Networking
  • Cloud computing
  • Computer hardware
  • Systems architecture
  • Telecommunications
  • Software development
  • IT security and governance
  • Data science and machine learning
  • Web design and web development
  • Business intelligence and business analytics

With IT technology becoming more advanced and complex every day, it is necessary to have knowledgeable and experienced IT engineers who can diagnose, mitigate and resolve all kinds of technology and computer-related issues. It is vital if the companies they are working for must keep up with high performance and stay ahead of the market competition.

The IT engineers can recommend the best upgrades to an existing computer infrastructure. They can examine the underlying reasons behind performance lags and develop ways to resolve them quickly. One of the essential tasks that the IT engineers handle is working on a broad range of IT projects and collaborating with other IT professionals to ensure efficiency. They can also document project details and communicate them to the managers, clients, and stakeholders.

In many instances, IT engineers design, develop and test different types of custom IT and computing systems for their clients and the companies they work for. They can work with partners and clients and identify their software and technological requirements. The IT professionals can also help their clients perform intricate research and coding that becomes necessary for developing new software systems. IT engineers also help in configuring, testing, and automating computer systems. They can even order equipment and supplies as per the evolving company needs.

Want to Start your Career in Tech and Become a Full-Stack Developer???

Full-stack is becoming a widely revered segment of the developer population globally.

As per a report by the U.S. Bureau of Labor and Statistics, developers will see job growth of 27 percent by 2024.

Join UniKaksha’s TechFit – A ‘24 week’ Full Stack Web Development Program to kick start your career in tech and earn six figures, guaranteed!

IT engineer and their education

Candidates looking to become professional IT engineers must undergo rigorous training and education to develop all the skills they need to be successful in their fields. Some of the essential lessons that they should master include software engineering, programming, computer science, computer engineering, statistics and probability, data structures, data designing, engineering materials, engineering mathematics, calculus, geometry, general chemistry, data analytics, physics, computer networking, cybersecurity, computer graphics for various manufacturing purposes, robotics, logical designing, and digital circuits, to name a few.

IT engineer Salary

On average, the salary of an IT engineer in India is about Rs 7 lakh every year. However, a lot depends on the responsibilities that IT professionals handle in the workplace. The salary depends on the company that the person is working for.

Many IT engineer employees have an average yearly salary of about Rs 11, 40,017. For more experienced IT engineers, the salary can scale up anywhere between Rs 20 lakh to Rs 40 lakh per annum.

Working as a professional IT engineer does come with its fair share of challenges. In many cases, engineers are required to work at odd hours of the day as the IT systems must be up and running. That said, IT engineers can expect to draw a substantially good salary, more than what other professionals in India can make. Hence, it is a good idea for anyone to study the courses associated with IT engineering.

Having Said That! 

With greater dependence on technology and computing systems, IT engineers are now playing a massive role in keeping organizational activities operational. IT engineers are the most coveted professionals and are held with great esteem. They are the most valuable assets in any organization. If you are looking for a job opening in this genre, you can be sure to be in the right direction. With brighter career prospects, you can see a growth in earnings with experience. Today, India offers the most competitive salaries to IT Engineers indicating the fierce competition among companies to find and retain top talents.

UniKaksha is a digital skill development platform. We enable trained tech talent for the jobs of tomorrow, bridging the ever-increasing skill gap in the current workforce through 100+ Self Paced Courses. The courses offered are carefully framed curriculum with a team of people from diversified backgrounds, industry professionals, and academicians.

How do you like the article? Feel free to share your thoughts in the comment section and share this informative write-up on various social media channels.

About the Author

sonali trehon
Sonali Trehon
Blog Author

Sonali is an accomplished Author, Content Writer, Copywriter, and Ghostwriter, known for her ability to create engaging and captivating communications. With over 11 years of experience, she has developed a diverse industry background in Education, Travel, Retail, Events, and Fashion . Quality over quantity is what she firmly believes in. At UniKakhsa, she leads a team of talented technical writers, dedicated to delivering valuable content to readers through our blogs.

Learning coding can be a brilliant way of becoming a skillful web and, or app developer, and as you already know, the chances of finding lucrative jobs are immense when you learn to code. Most of the jobs that require programming skills tend to have better salaries. The median salary of a computer programmer is $84,280, whereas a software developer’s median salary is $103,620. Coding is used these days in practically everything that you can think of Here, in this article, we will explore what coding is and how you can code as a beginner for a prosperous career.


What is Coding?


Coding is the process of writing code used for creating programs. These programs can be executed with a code reader or a computer and are meant to perform a specific set or range of functions. While web developers are required to perform coding used for making apps or responsive and highly functional websites, professionals working in aerospace engineering are needed to write codes that allow them to run the airplane on autopilot. 


Want to Start your Career in Tech and Become a Full-Stack Developer???

Full-stack is becoming a widely revered segment of the developer population globally. As per a report by the U.S. Bureau of Labor and Statistics, developers will see job growth of 27 percent by 2024. Join UniKaksha’s TechFit – A ‘24 week’ Full Stack Web Development Program to kick start your career in tech and earn six figures, guaranteed!


Benefits of Learning Coding


Coding can be a potential field for you that can open up new opportunities for your career. Although it may seem complicated, learning to code is not that hard. You can start coding using a programming language after a few months of training. Within a short period, you can use your coding skills to further your career prospects. Learning to code is a great way to add value to your resume as software and web development companies are looking for people who know to code. Coding can help you to create websites and apps from scratch. You can also come up with responsive mobile games with coding.  

Also read: 6 Important Hard Skills Tech Professionals Need to Learn in 2022


Tips for a coding career


Here are some guidelines that will help you to code as a beginner. 


  • Figuring out why learning coding is significant for you

Before you go ahead and get yourself enrolled in a coding course, you should ask yourself why you are eager to learn coding in the first place. For instance, if you want to become a web developer, you need to take a specific approach to code. On the other hand, if you aspire to become a software engineer or build native and hybrid mobile apps, you need to take a different approach to code than what you would do for web development. The languages you need to work with might be dissimilar according to the nature of the project. Think about how serious you are when pursuing a career in coding. It is vital for you when deciding on the time and money you can devote to learning how to code. 


  • Learning the best languages 

Coding uses programming languages and different types of projects require diverse coding skills. For instance, if planning on working on a website, you need to learn Java, JavaScript, HTML, and CSS. Similarly, if you are thinking of making mobile apps, you will have to learn Swift for iOS apps and Java for Android apps. Apart from these languages, you may also want to brush up your skills in other programming languages and frameworks like PHP, Python, Ruby, and Solidity, to name a few. 

Also read: How to Become a Successful Remote Software Engineer?



Finding the best resources for learning to code

Nowadays, there are several ways in which you can learn coding. The standard practice has always been to attend classes and access different resources that can help you learn to code. However, you can also start learning coding at home by enrolling in online classes. 

You can get some textbooks, and eBooks and go through YouTube videos and podcasts that can help you acquire essential coding skills. These coding resources can help you grasp both the basic and advanced aspects of coding. You will learn about some of the common mistakes you should avoid while performing coding for a project.


  • Use a code editor 

Coding in real projects can never be done without a code editor. While online courses can provide you with a code editor to practice, you will have to collect your code editor sooner or later. The majority of the programming languages come with their code editors, and you can easily download them. These code editors have their interactive development environments or IDEs that you can use for building clear and error-free codes. 

Also read: 7 Best Low Code Platforms to Use in 2022


  • Practice writing the codes of your programs

After you have developed some basic skills with coding, you can start working on your projects and programs and do coding for them. Since coding is a predominantly technical field, you must get as much practice and practical working experience as possible to gain a better understanding of the whole process.

You will find that practicing coding will speed up the learning process, and you can achieve better results more quickly. It can also help you learn more, and become familiar with the common and uncommon challenges related to coding. 

Also read: Top 5 High-Paying Tech Jobs in IT Industry


Over to You!


There are several ways to start learning how to code. You can become a part of communities that are focused on coding. You can use Youtube to start with coding. Go through the tutorials. Try out your hands at some fun games where you can start to do coding without any experience. If you get time, read some useful books.

Visit UniKaksha for training and certification. We offer courses in Game Development using PythonIntroduction to Python ProgrammingOOps using PythonIntroduction to Java [English]Knowledge Mining using R, and more. The content is created by industry leaders who have immense expertise in their area domain. Get certified, Get Empowered, and land those high-paying programming jobs today! 

About the Author

sonali trehon
Sonali Trehon
Blog Author

Sonali is an accomplished Author, Content Writer, Copywriter, and Ghostwriter, known for her ability to create engaging and captivating communications. With over 11 years of experience, she has developed a diverse industry background in Education, Travel, Retail, Events, and Fashion . Quality over quantity is what she firmly believes in. At UniKakhsa, she leads a team of talented technical writers, dedicated to delivering valuable content to readers through our blogs.

low code development platform, also known as a “low code platform” is an application that offers a Graphical User Interface or GUI for programming. It can develop the code at a faster rate that can ensure better results than traditional programming methods.

The benefit of using these best low code platforms is that they can minimize manual coding efforts. They can also help in the quick setup of the coding and deployment.

Advantages of Using the Low Code Platforms or Tools

There are distinct benefits of using low code platforms to assist application development. With the help of these platforms, it is possible to enhance the organizational agility involved in the software development process. These platforms can minimize the complexity of the working methods used to create the applications.

Full stack is becoming a widely revered segment of the developer population globally. As per a report by the U.S. Bureau of Labor and Statistics, developers will see a job growth of 27 percent by 2024. Join UniKaksha’s TechFit – Full Stack Web Development Program and earn in six figures, guaranteed!

Another advantage of using the low code platforms is that they can reduce the cost of development while ensuring high productivity and output. Application developers can create better quality applications in much less time.

7 best low code platforms to use in 2022 are :

Visual LANSA

Visual LANSA can help carry out low code application development for different enterprise application development. The main benefit of using Visual LANSA is that it can enhance the productivity level of the development team to a great extent.

It offers a powerful low code IDE creating web, desktop, and mobile apps. Visual LANSA can be useful for building apps quicker and easier than conventional methods. Visual LANSA also offers extensive controls for testing, integration, and deployment.

Know more about this platform by visiting at: https://lansa.com/products/visual-lansa/

Quixy

Quixy provides a cloud-based no-code app development platform to automate workflows so that it is possible to build different types of enterprise-grade applications. The applications developed with the help of Quixy help make custom apps without any coding.

The process is carried out almost ten times faster than with traditional methods. With the help of Quixy, it is possible to get rid of the manual processes so that the applications can deliver better productivity.

Know more about this platform by visiting at: https://quixy.com/

Retool

Retool is considered one of the fastest low code platforms for building internal tools. You can make visually designed applications that effectively interface with API or database. The Retool platform can help users switch to code practically anywhere to customize the procedure apps work and look. Retool makes it convenient for users to move a large number of apps to work on business goals. All of this is done in less time. The best thing about Retool is that it helps create apps for resolving internal workflows.

Know more about this platform by visiting at: https://retool.com/in

GeneXus

GeneXus is an AI-based automatic software development tool. It can create different types of apps for end-users. The apps created with the help of GeneXus include native apps, web apps, hybrid apps, virtual apps, chatbots, and Apple TV apps. App developers can have a high level of flexibility in creating and deploying applications. With GeneXus, software developers gain access to extensive databases that help in application development. GeneXus ensures interoperability features for extensive system integrations.

Know more about this platform by visiting at: https://www.genexus.com/en/

Creatio

Studio Creatio, also known as Creatio is intelligent low code development and process management platform. It can provide some of the best out-of-the-box templates and technical solutions. The Creatio Marketplace provides ready-to-use apps that can extend platform functionality. The BPM engine offered by Creatio can ensure optimum flexibility for managing structured and unstructured processes. The UI is user-friendly. Hence, it is used for visual modeling. The low code platform can facilitate automation for building configurative solutions with the least effort.

Know more about this platform by visiting at: https://www.creatio.com/

Web.com

Web.com is the perfect go-to platform for anyone looking to build applications with practically zero need for coding. Numerous templates come with Web.com that can cater to app development needs for specific industry verticals. Layout designs and themes that Web.com offers make it easier to create different apps with optimum productivity.

Know more about this platform by visiting at: https://www.web.com/

Zoho Creator

Zoho Creator provides a cross-platform app builder used for building different types of native mobile applications in a simple and time-efficient manner. If you are looking to create applications on the web, get them published, and use them on Android and iOS devices with comprehensive multi-platform access, you should use Zoho Creator for the best user experience. The platform offers robustness and optimum flexibility. It means different types of businesses can benefit from this platform. The apps made with Zoho Creator have the highest level of security. They can deliver superior levels of production.

Know more about this platform by visiting at: https://www.zoho.com/creator/

Over to you!

With the growing exposure and increased effectiveness, low code platforms have gained prominence among web developers, programmers, and other commercial users. These platforms provide a lot of ease for developers to create user-friendly applications. Developers can customize the applications without writing the codes. The effective graphic user interfaces have enabled application developers to develop visually attractive applications in less than 4 months. Hence, more companies will find these tools useful and thus are likely to turn to these tools to facilitate their business processes and scale up their venture.

Founded in the year 2021, UniKaksha is a digital skill development platform that enables trained tech talent for the jobs of tomorrow, bridging the ever-increasing skill gap in the current workforce. Learn in-Demand tech skills with 100+ Courses and Certifications with multilingual support, 24×7 doubt clearing sessions, and regular assessments to track progress via a distinct Social media-like experience (FB).

About the Author

sonali trehon
Sonali Trehon
Blog Author

Sonali is an accomplished Author, Content Writer, Copywriter, and Ghostwriter, known for her ability to create engaging and captivating communications. With over 11 years of experience, she has developed a diverse industry background in Education, Travel, Retail, Events, and Fashion . Quality over quantity is what she firmly believes in. At UniKakhsa, she leads a team of talented technical writers, dedicated to delivering valuable content to readers through our blogs.

How to Become a Successful Remote Software Engineer? The idea of remote working has been around for quite some time. But in recent years, it has been gaining in popularity. The COVID-19 pandemic has made it necessary for many people to work remotely or from their homes. It has also led several tech companies to rethink the ways they manage their workloads. While this has led companies to allocate their resources differently to face the growing challenges associated with the infrastructural shifts, it has also led to new opportunities for many people. 

 

If you are looking to become a successful remote software engineer, this is the best time to go for your goal. The job prospects as a remote software engineer are great no matter where you may be living right now.   

Backed by CodeShastraUniKaksha offers TechFit – An industry-oriented Full-Stack Developer Program. The curriculum is based on industry-relevant technologies and practical industry experience. The program assures guaranteed jobs with a median CTC of 5LPA(on successful completion).

Companies Love Hiring Remote Software Engineers

Companies are bound by the laws of the country that they are operating in when it comes to hiring a remote software engineer from some other country. They can get a remote software engineer to work for them when working within the territorial borders. That said, hiring a remote software engineer comes with some distinct benefits. 

 

Many remote working engineers can bring a high level of productivity to the table, and they are always eager to learn new skills. It means that companies can have an enhanced level of productivity from them that they can never get from non-remote workers. Several remote engineers offer their services at a more cost-effective rate. Companies also love hiring remote software engineers since they allow tech firms to operate 24/7 while catering to client requirements.     

Becoming a Remote Software Engineer 

Here are some tips that you can follow when looking to establish yourself as a remote software engineer.   

  • Develop your Skills

The first and foremost thing you need is to learn about the various technologies you will need to use for front-end development and back-end development tasks. Some technologies essential for your career as a remote software engineer include- JavaScript, React, HTML, CSS, Angular, Redux, AWS, TypeScript, Sass, GraphQL, Git, jQuery, React Native, Bootstrap, MongoDB, AWS, Java, Python, Node.js, SQL, Ruby, C++, MySQL, Azure, C#, and PHP. 

 

You will also need to develop some skills and understanding of how to test and evaluate software applications before you can deploy their life and provide the finished product to the customers.

Here is the list of 6 Important Hard Skills Tech Professionals Need to Learn in 2022

 

Merely possessing technical know-how could not sail you through. In today’s scenario, you are required to hone your soft skills to leave their mark in the industry. Remote software engineer jobs require you to communicate and gel well with other team members. Soft skills enable one to have meaningful interactions and work towards their dream career.

Read in detail about the Top 7 Soft Skills and why are they Important in Workplaces?

  • Practice Self-sufficiency and Stay Motivated

While working as a WFH engineer, you must remain self-sufficient and be motivated to do better. When you are working remotely to create software applications, you won’t have your boss barking orders at you all the time. Instead, you will only have different clients who will tell you about their requirements, and you need to cater to them.

 

You must be self-sufficient in your approach and be motivated to do better at all times so that your value as a freelancer or a remote worker improves over time. Becoming a successful remote software engineer depends on how motivated you are as a professional. You should also be capable of working alone for long hours without any distractions. 

Also, read about 7 Irrefutable Hacks to Help Stay Productive while working at home

  • Be Open to Client Feedback

One of the steps to becoming a skilled remote software engineer is to learn from your mistakes and always have a mindset to improve yourself as a professional. You must be open to client feedback and listen to them with an open mind. Such feedback is an essential part of the work that you are doing. You can study the feedback and understand whether you are meeting client requirements or not, and you can improve your work in the future. Do not simply see feedback as a criticism of your abilities. Instead, use the feedback to become more competent as a software developer.   

  • Create a Solid Working Setup 

Have a good setup or home office environment where you can regularly work as a remote software developer. Unless you have this, it will make it difficult for you to produce your best quality work. For instance, you can use a wide range of software tools and databases that help you manage your work and do everything that your clients ask you to do. You should also sign up with some forums where you can get your queries about software development resolved by other developers. It will help you to achieve higher levels of efficiency as a developer. 

  • Maintain a Journal

Journaling is a crucial part of self-development, and it can help you in your professional life. You can maintain your journal to document what you have learned and how this has impacted your experience as a remote software developer while you work with your clients. You can also write down the challenges you have faced as a developer and how you overcame them. It will help you become a better remove software developer in the long run. 

 

Conclusion

 

The flexibility of working as a remote software engineer adds a bit of attraction to this profession. All you need is a better understanding of your job responsibilities and access to a laptop and internet. You can dedicate yourself to working on codes and software development from anywhere in the world. 

 

UniKaksha offers a unique module to assist you in developing soft and hard skills. You can build a Full-stack development portfolio that reveals your expertise and enhance your profile. Through mock interviews, you can brush up on your skills and ensure that you grab your dream job. What are you waiting for? Register today for 6 months TechFit – Full Stack Web Development Program and become job-ready even before you graduate.

About the Author

sonali trehon
Sonali Trehon
Blog Author

Sonali is an accomplished Author, Content Writer, Copywriter, and Ghostwriter, known for her ability to create engaging and captivating communications. With over 11 years of experience, she has developed a diverse industry background in Education, Travel, Retail, Events, and Fashion . Quality over quantity is what she firmly believes in. At UniKakhsa, she leads a team of talented technical writers, dedicated to delivering valuable content to readers through our blogs.

Web development is a highly comprehensive field, and with the latest technological advancements happening across the world, there is now a demand for professional full stack developers. Becoming an efficient web developer requires a range of skills that one needs to learn. However, when you want to become a full stack developer, you must learn everything about front-end and back-end technologies. There is now a widespread demand for full-stack developers as they can bring a lot of value with their depth of knowledge and skills.

The full-stack developer is an engineer or a web developer capable of handling both front-end and back-end development requirements of a website or some web application. Therefore, full stack developers can work on user interface websites, servers, and databases management. These developers also work closely with the clients for project planning.

What is a Full Stack Developer ?

Full-stack developers have complete command and understanding of processes involved in the front and back end development requirements. The front-end application includes components that are directly visible to users where they can directly interact with. On the other hand, the website’s back-end covers several behind-the-scenes components that define the UX of people. They effectively run multiple commands issued by the users. Some of the essential aspects of the back-end development work include logical processing, user validation, database handling, and server operations.

Full stack is becoming a widely revered segment of the developer population globally. As per a report by the U.S. Bureau of Labor and Statistics, developers will see a job growth of 27 percent by 2024. Join UniKaksha’s TechFit – Full Stack Web Development Program and earn in six figures, guaranteed!

It is nevertheless important to mention that full stack developers do not have to be adept at managing both front-end and back-end technologies. What is important here is that the developer should have a proper understanding about the technologies and skills required to carry out full-stack development.

Let’s Take a Closer Look at the terms Front End Development and Back End Development.

Front end (Client side)

Front-end development involves the creation of the user interface of a website or web application. Through effective front-end development, it is possible to create the elements that the users can view and interact with. The whole look of the webpage and the content presentation can be shaped with front-end development. The display of information for mobile devices and web browsers is determined through front-end development. Some components of front-end development include dropdown menus, navigation bars, links, and buttons.

The main things you need to learn for front-end development include HTML and CSS. These are languages used for coming up with static web pages.

Back end Development (Server side)

Back-end development involves working with a server that receives and processes the various requests sent out by users. It also has a database where all the data associated with the website get stored. Back-end development involves all the processes associated with the behind-the-scenes operations of the website or the web application. It deals with essential data, algorithms, and business logic. The back-end deals with processes that materialize in the background, and the users are not aware of them directly. Nevertheless, back-end development determines the type of experience users will have when using a website or a web application. It is also termed as the logical and technical element of a website or web application.

For back-end development, you need to be aware of programming languages such as PHP, Java, Python, Node.js, and Ruby, to name a few. You will also need to be proficient in working with databases like MySQL, graph databases like Neo4j, and NoSQL databases like MongoDB, Redis, and other web storage databases. It is significant you develop thorough knowledge and understanding of application architecture like MVC or model view controller, AWS, and others.

How to Become a Full Stack Developer in 2022

Full stack developers are highly sought after by some large companies as well as small startups. The full-stack developer is considered one of the best fields you can choose for your technology-driven career. Let us checkout some of the skills and core competencies to focus on cultivating when planning to become a full-stack developer.

Becoming a full-stack developer is no easy task. You will have to learn some crucial skills that include numerous programming languages such as Pearl, PHP, C#, C++, Java, Python, etc. You will also have to develop deep knowledge and understanding of organizational working frameworks, web servers, programming dialects, control frameworks, and database frameworks. Significantly, you devote some time actively to learning programming languages if you are seriously looking to become a full-stack developer. Start working on developing APIs and other programs so that you get well acquainted with the challenges associated with them.

Skills you Need to Become a Proficient Full Stack Developer

  • A complete and thorough understanding of web architecture, system infrastructure, and communication protocols, such as HTTP and TCP/IP.
  • Learning the methods of deploying operating systems such as Windows, Ubuntu, and CentOS
  • Proper understanding of functions and operatives regarding web servers like nginx and Apache.
  • Designing and developing UI with web development framework as well as libraries like AngularJS, jQuery, and React
  • Cultivating skills with designing ability that includes UI/UX design
  • Proficiency in front end technologies, like HTML, JavaScript, and CSS.
  • You should also learn about the operation and management of Version Control Systems like Git and Subversion.

It is important to note to combine theoretical studies with practical knowledge to become a full-stack developer. You will face some challenges that you can never prepare for in advance when you are going through theoretical studies while trying to grasp concepts like PHP and HTML. Through careful effort in mastering theory and practice, you will become a reliable full-stack developer in 2022.  Join UniKaksha’s TechFit, a one-of-a-kind full stack developer program that offers assures guaranteed job with a median CTC of 5LPA (on successful completion).

How did you like the article? Feel free to share your thoughts and feedback in the comment section below.

About the Author

sonali trehon
Sonali Trehon
Blog Author

Sonali is an accomplished Author, Content Writer, Copywriter, and Ghostwriter, known for her ability to create engaging and captivating communications. With over 11 years of experience, she has developed a diverse industry background in Education, Travel, Retail, Events, and Fashion . Quality over quantity is what she firmly believes in. At UniKakhsa, she leads a team of talented technical writers, dedicated to delivering valuable content to readers through our blogs.

Today, developers worldwide will agree that Python is one of the most resourceful programming languages. Several automation engineers, data scientists, game developers, and software engineers regard Python as the go-to language. It is easy to maintain and consistent. Even the world’s premier organizations believe in the potential of this programming language. Python applications have become increasingly prevalent in various industries, as they offer practical solutions and drive innovation in areas such as data analysis, web development, artificial intelligence, and more.

Primary feature of this free and easy-to-learn language is that it is dynamically typed and interpreted and of high level. Other features that add to the popularity of Python is its readability, easy maintenance, scalability and faster deployment. As a result, prompter progress of application prototypes is possible, and debugging errors becomes easy. Thus, Python has become the language that programmers love to code with.

Join UniKaksha’s Introduction to Python Programming course and get introduced to core concepts of programming including data structures, loops, variables, conditionals, and functions. Python libraries play a vital role in the fields of Data science, image and data manipulation, machine learning, to name a few.

All credit goes to Guido Van Rossum, who developed this programming language in 1989 and highlighted the principle of “DRY or Don’t Repeat Yourself” and readability. People might have questions about it, such as the different uses of the language and its various practical applications.

Also read: A Helpful Guide to Python – Understanding its Meaning and Application

Here in this article, you can have an idea about seven areas of application that users of the Python programming language benefit from even when used in various domains for specific purposes.

Top 7 Python Applications in real world

Python sustains cross-platform operating systems and thus makes building applications all the more suitable. So, BitTorrent, DropBox, YouTube, and other globally famous applications use Python to accomplish their functionalities

1. Data Science

Data is an immense source of wealth. All you need to do is know how to pull out appropriate information that can make it possible for you to take planned risks and thereby increase profits. Study the data well, perform the required operations and finally extract the necessitated information. To achieve this, you can seek the help of libraries such as NumPy and Pandas. Here’s the list of  Top 5 Python Libraries You Must Consider In 2022

Data science is an interdisciplinary domain. It has three overlapping but separate areas. One deals with ways of modeling and summarizing data as a statistician does. Second area deals with the design and usage of algorithms to process, store and visualize data just like a computer scientist. The third step is to prepare the right queries and place answers in the correct context like a domain expert

2. Data Visualization

Python is a trustworthy language used for scientific computing tasks that include both analysis and visualization of big data sets. In data science, the use cases of Python get generated from an extensive and dynamic ecosystem of third-party packages named NumPy and the likes for handling homogeneous array-based data. For the management of heterogeneous and labeled data, Pandas are applicable. Sci-Kit Learn is for machine learning; SciPi is used for computing tasks, and so forth. Therefore, the role of the data scientist is to combine Python programming language with statistical techniques to interpret and analyse complex data

3. Application Development 

Python is a good choice for the development of web applications. Because, it integrates nicely with other programming languages. It also has some remarkable web frameworks that increase the application development cycle. The web frameworks of Python essentially make it simple to put together common backend logic. So, it can come in handy in dealing with the databases, generating HTML files, map URLs that have a codebase, and much more.

4. Automation

On certain occasions, tasks become too specialized to have regular software. It is then that scripting comes to the rescue. With Python, developers can script custom automation and make tasks more efficient in hardly any time. Automating repetitive tasks, namely organizing files and folders, launching programs, sending emails, voicemails, and filling out forms can be automated through scripting.

Python proves effective in creating web applications at a quick rate. It is possible because Python uses a particular framework to make such applications. Common-backend logic is used to make these frameworks and some libraries, which can aid in integrating protocols such as FTP, SSL, and HTTPS.

It even makes it easy the processing E-Mails, JSON, XML, and much more. Among the most renowned frameworks are Flask, Pyramid, and Django. A framework is used as it offers convenience, security, and scalability in a commendable manner in case we contrast it to establishing the development of a website from the beginning.

6. AI and Machine Learning 

The pre-built libraries of Python are the basis on which people prefer it for AI and machine learning development. Numpy is for scientific computation, Scipy comes in handy for technical and scientific computing, Pybrain assists machine learning, and other python libraries function as helpful technology for AI and ML development. There are some common python libraries for AI, such as AIMA, EasyAI, SimpleAI, and pyDatalog.

7. Audio and Video Applications

Python is a preferred programming language. It proves helpful in creating audio and video applications. Spotify app is a perfect example of this, and it is made using Python programming language. Other python libraries, for example, PyDub, and OpenCV support the construction of audio and video streaming apps that work with a high level of functionality to aid users.

Having said that!

Python finds its extensive usage in different areas that include game development, business applications, internet and web application development, machine learning, artificial intelligence (AR) and operating systems. It’s an all-purpose programming language that is used for several things. Out of all the applications, scripting, data science and web development are 3 of the core arenas where Python finds its use. Some of the world biggest companies use Python. The names include JP Morgan Chase, IBM, Pixar, Facebook and Netflix. Even YouTube has been written in Python to a great extent. It’s the same for Instagram, Pinterest and Reddit.

UniKaksha’s Game Development Using Python course is designed to begin your game development career. Learn to create retro games a straight way and transform yourself into the revered skilled game developer. How do you find the article? Feel free to comment below.

About the Author

sonali trehon
Sonali Trehon
Blog Author

Sonali is an accomplished Author, Content Writer, Copywriter, and Ghostwriter, known for her ability to create engaging and captivating communications. With over 11 years of experience, she has developed a diverse industry background in Education, Travel, Retail, Events, and Fashion . Quality over quantity is what she firmly believes in. At UniKakhsa, she leads a team of talented technical writers, dedicated to delivering valuable content to readers through our blogs.

If you’re working on a project based on artificial intelligence and are struggling to decide which language you should use to program it, you have come to the right place. Essentially, artificial intelligence machines are built to perform tasks in a manner befitting that of human intellect. As a programmer developing AI, you must know the languages with which to develop an AI project before building it!

Top 7 Programming Languages for Artificial Intelligence that are used extensively used in Projects

7) Python Programming Language

Python is considered one of the most demanded programming languages among AI developers due to its simplicity and precise documentation. Furthermore, its easy-to-use syntax allows you to spend a lot of time planning the core structure, thereby making it a premier choice for Artificial Intelligence processes.

Python is backed with an object-oriented programming model, readability, focuses on agile development, and allows algorithm testing. Another advantage to consider it’s the support of numerous libraries like Pybrain, SciPy, and Numpy in python to solve AI/ML problems and make our tasks easier.

6) R Programming Language

R programming language was the top choice of developers in its initial days. However, with the advent of machine learning data science, and AI, its popularity has dramatically risen. It is an exclusive language for fixing statistical/numerical problems. As data science, AI, and MI requires significant amounts of numerical libraries and features, R has becomes the language of choice for top AI companies to solve complex issues.

One can easily create a properly designed publication-quality plot with formulae and maths symbols (where needed) by using R. Besides, being a general-purpose programming language, R comes with several packages like Gmodels, Tm, Class, and RODBC. These packages implement MI algorithms easily, thereby solving the associated problems with ease.

If you are interested in learning the basics concepts of R programming language, look no further than UniKaksha. We offer Introduction to R as a free course and Knowledge Mining using R as our top featured course. Dive in to understand the interdisciplinary area that is used to extract potential and meaningful information from complex data.

5) JavaScript Programming Language

Since its inception, JavaScript has been a popular choice for creating interactive web applications and online programs. However, it has entered the ML/AI fields and has built a strong reputation. Its AI capabilities primarily involve the ability to interact smoothly with other source codes including HTML and CSS.

JavaScript is also backed by huge communities and many libraries to execute the ML/Artificial Intelligence tasks. These include – Synaptic for creating and training neural networks, Mind for data training, and ConventJS for implementation of Deep Learning. Furthermore, JavaScript can easily manage front and backend functions with ultimate no difficulty.

4) Lisp Programming Language

Lisp was invented by John McCarthy, the father of artificial intelligence in 1958. Lisp is capable of effective processing of symbolic information thereby making it the most suited programming language for AI development. 

It is very flexible and adaptable, especially good for rapid prototyping, creating dynamic objects, problem-solving, and creating codes that adapt to it.

However, it has its downsides. Its syntax is very bizarre as compared to other programming languages thereby making Lisp harder to understand. Library and function support is also very limited.

Lisp language is still used by leading AI companies due to its extensive scope of combining computer science and robust datasets, to enable problem-solving.

3) C++ Programming Language

With its capacity to transfer info through the hardware, C++ has emerged as one of the fastest languages. It’s used specifically for time constraint ML/AI projects and functions well with statistical AI approaches. It offers a strong grip over performance and runtime Its templates are safely used for generalizing the APIs.

However, C++ is not the premier choice of many AI companies. This is because of limited library support and a complex syntax. AI processes demand intricate automated solutions to run with ease, this is where C++ lags.

As C++ is cost-effective, many AI companies are attracted to it. Couple that with the C++ for Open CV support – an extensively used computer vision library.

2) Julia Programming Language

Julia is known for its speed and approachability. It lets you solve multiple software problems and computational and numerical analysis; without the need for a separate compilation. It has a dynamic type system that facilitates developers to use Julia for almost any process.

The syntax is very much similar to R, Python, and speedy like C++. Its features include multi-dispatch support, macro programming abilities, and an in-built package manager. Owing to great customizability and deep mathematical roots, it has become the favored language of several AI professionals and corporations.

1) Prolog Programming Language

Prolog is the abbreviation for Programming in Logic. It is amongst the oldest programming languages that work on three crucial factors – rules, facts, and goals. Its algorithms are executed based on logical inferences, searches, and logical-based AI system development.

Its efficiency is remarkable especially when it comes to data structuring and backtracking making it the perfect language to create voice assistants, GUI, and Chatbots. Its ability to comprehend and match the patterns, search and structure data logically and find a better path makes it a leading language for problem-solving in AI.

Over to you!

The languages discussed in this article are the best programming languages for AI projects. The choice depends on how technical or easy you want your project to be. With basic project knowledge and understanding, you can choose the best-suited programming language for your AI processes.

Is there any other programming language for Artificial Intelligence processes? If, yes then feel free to add in the comment section below! Visit UniKaksha for training and certification. We offer courses in Game Development using PythonIntroduction to Python ProgrammingOOps using PythonIntroduction to Java [English], and more. The content is created by industry leaders who have immense expertise in their area domain. Get certified, Get Empowered, and land those high-paying programming jobs today!

About the Author

sonali trehon
Sonali Trehon
Blog Author

Sonali is an accomplished Author, Content Writer, Copywriter, and Ghostwriter, known for her ability to create engaging and captivating communications. With over 11 years of experience, she has developed a diverse industry background in Education, Travel, Retail, Events, and Fashion . Quality over quantity is what she firmly believes in. At UniKakhsa, she leads a team of talented technical writers, dedicated to delivering valuable content to readers through our blogs.

Frameworks are fantastic and powerful tools to build web and mobile apps. Frameworks control the entire web development operations and offer a pleasing user experience. Without frameworks, it would be much more time-consuming and difficult to build a solid product for users.
In this blog post, we are going to discuss the 5 frontend JavaScript Frameworks to learn in 2022. But before that one must first understand what a Framework is?

The framework is a large driver that enables developers to customize the pre-defined components of an application as per the application’s need. It also helps in improving the overall speed of an application.

In a modern continuously growing tech world, developers need an effective front-end development framework. JavaScript has emerged as a widely used frontend framework for web development regardless of massive competition.

What is a JavaScript Framework ?

JavaScript frameworks are application frameworks created in JavaScript. Here the user-written code may be used to manipulate the functions and thus altering the functionality of the framework itself.

With JavaScript frameworks, developers can accelerate the development of new applications by providing tested tools. These tools assist them with rapidly expanding the functionality of JavaScript to work with the front and back end of a web application.

Before landing into the most popular Frontend JavaScript framework, let’s answer one more important question.

Why use JavaScript Framework?

Frameworks enable developers to create web pages that are much more responsive and adaptable than traditional website designs. A JavaScript framework is a kind of tool that makes it easier for programming enthusiasts to code applications using JavaScript. It also makes it feasible for the programmer to code an application in a way that makes it device responsive.

This amazing responsive functionality is another benefit of why a programmer chooses the JavaScript framework over other higher-level languages. Also, the JavaScript framework comes in ready-made profiles tailored for specific purposes to improve functionality without the need to write code from scratch. Let’s examine the 5 best JS frameworks for front-end development in 2022.

Most Popular 5 FrontEnd JavaScript Framework for 2022

Vue.JS Framework

In the year 2014, Vuejs, a front-end JavaScript framework was released. The framework has collected more than 191,000 stars on GitHub, thereby making Vuejs the most revered framework on this list. Vue.js was written and is still maintained by its community. Developers love it because it’s very easy to integrate, letting them dive right into work with no hassle.

With well-written documentation and awesome support from the community, Vue.js makes a great option for beginners, which provides a range of tools you won’t find anywhere else! In addition, Vue.js offers an extensive array of tools including debuggers, end-to-end testing tools, browser controllers, server renderers, plugin installers, state managers – the list goes on!

Reasons to choose Vue.JS for Front End Development

  • Vue.js works with a virtual DOM, which means any code changes will be made on a replica of the DOM and not displayed immediately. Designers can experiment more freely with interface designs by taking advantage of the simulation.
  • Vue.js comes with the data binding feature. These features make it easier for developers to change the style, use binding direction (v-bind) and create fixed values for HTML attributes.
  • Its CSS Transitions and Animations feature offers several techniques to apply a transition to HTML elements when removed, updated, or added from the DOM.
  • It offers HTML-based templates to combine Vue.js instance data with the DOM into the Virtual Dom Renders function. A developer can easily make use of the render function and can replace the template as well.
  • Owing to the Vue.js framework’s computing capabilities, a developer can easily weigh up the alterations in the UI design. This characteristic enables the incorporation of additional computed features without writing any extra code.
  • The primary feature for choosing the Vue.js framework for front-end development is its 18-21Kb size. Despite its small size, it offers comparatively higher speeds. Vue.js persuades developers to use it for both big and small-scale app projects.
  • If your application project needs a performance boost, rewriting the application using Vue.js can offer desired results. Vue.js is a progressive framework that can be gradually integrated into your project over time, instead of having to do it all at once.
  • It offers Future-ready solutions. After coding and releasing your app, there will always be some bug fixes or new features you want to add to maintain its stability or enhance its functionality.

React.JS Framework

React is one of the leading frontend JavaScript frameworks for developing single-page applications and progressive web apps. Facebook created this library and it has experienced a recent surge in popularity among developers because of its ease of use, performance, and efficiency to create reusable components.

ReactJS is very flexible. Its architecture allows you to divide your front-end code into custom components. This gives you a strong foundation to help you optimize the overall process of development and management. The React is in the middle of being opinionated: It neither locks you in nor guides you into their way of doing things with their framework.

Other advantages are that it’s more lightweight than other frameworks and offers virtual DOM and one-way binding. It is the revered choice for programmers who want to save time in creating an interactive interface as react components are reusable.

Reasons to choose React.js for Front End Development

  • React.js has a large community support
  • The reusable components make it an amazing JavaScript framework
  • React utilizes one-way data binding with all application architecture
  • It can be easily combined with other JS frameworks and libraries
  • Migration between varied versions is easy
  • React Hook (a component) allows the developers to effortlessly write the components without classes, ensuring ease of learning
  • React.js works with Virtual DOM
  • It can be easily integrated with several third-party MVC frameworks and libraries
  • React uses server-side rendering thereby making it a performance-oriented solution to develop content-focused applications.
  • Front-end development with React.js results in building highly testable applications.

Angular.JS Framework

AngularJS is an open-source web application framework created by Google to address challenges encountered in developing single-page applications. AngularJS development sets forth an environment that’s stable, fast, and easily readable. It offers features that allow you to extend HTML vocabulary for your application.

The framework assists developers to contest the single-page web applications challenges with ease. As more and more clients are opting for Angular. Js Development Services over other platforms, it’s gaining popularity day by day. According to the NPM reports, Angular.js has surpassed 638,437 weekly downloads.

Reasons to choose AngularJS Framework for Front End Development

  • The Angular JS framework has the Simplified Architecture. It follows the MVC (Model View Controller) Architecture. MCV is a software design pattern used for web and mobile applications.
  • In an intricate application, the need to unit test JavaScript is essential. AngularJS facilitates seamless unit testing by creating separate test pages.
  • AngularJS has the availability of several tools that comes in handy and save a lot of time while developing an application :
  • – Djangular is used to create AngularJS content material for each application
  • – Karma provides an effective test environment for developers to allow suitable testing of apps or websites on devices
  • – Protractoris an amazing test runner that offers end-to-end testing by running on a browser
  • AngularJS provides great flexibility for server communication. It offers services over and above XHR to simplify the code thereby allowing abstract API calls into reusable services.

Ember.JS Framework

Ember.js is a JavaScript framework that’s open source and uses a Model View-View model (MVVM) architecture. What does that mean? Well, it means that Ember.js allows interactive interfaces to be designed effectively, making it one of the more capable front-end frameworks in the industry today.

Ember is a complete framework for creating applications with excellent debugging solutions and it can provide a developer with a full stack that is fast and reliable. In addition, Ember.js has multiple plugins available as add-ons that help you do a variety of things like collect user information – making it an excellent choice for business applications or services.

Reasons to choose Ember.JS Framework for Front End Development

5 best frontend javascript frameworks

  • It is the first choice for writing web applications and for developers who are into the sort of all-tools-included framework approach
  • Ember CLI or sometimes called Command Line Interface is a tool that supports Ember.js development. It allows you to solely interact with the device’s operating system, getting you optimal accessibility and customization options.
  • The best thing about this is the fact that it’s backward compatible with older apps using the framework since they are not affected by revolutions in the framework that come along with time
  • Ember.JS Framework offers CSS and HTML development models at the core
  • It offers Ember Inspector tools which are used to debug Ember applications

Backbone.JS Framework

Backbone.js is a popular open-source JavaScript library that provides models and collections with the functionality needed to support essential client-side behaviour.

Backbone.js is lightweight, flexible, and works well with modern web development trends like JavaScript frameworks, REST backends (such as NodeJS), and streaming data services such as Pusher. Backbone.js also supports RESTful JSON endpoints by making it trivial to create collections that map across all your data sources.

Reasons to choose Backbone.JS Framework for Front End Development

  • Backbone.js Framework is lightweight and has a minimalistic approach to app structure. Its file size is smaller than a majority of JavaScript frameworks
  • Its library consists of efficiently structured web app building blocks including models, collections, routers, views, and events.
  • Developers can use template engines like jQuery-tmpl and Mustache.
  • It is a foremost choice for front-end developers as it supports REST APIs – used to synchronize front-end processes.
  • Backbone.js Framework functions on the idea that various server-side functions are required to flow directly through APIs to achieve complex functionalities with minimal code.

How did you find the article, feel free to share and comment down below. Visit UniKaksha for training and certification. We offer courses in Game Development using PythonIntroduction to Python ProgrammingOOps using PythonIntroduction to Java [English]Knowledge Mining using R, and more.

The content is created by industry leaders who have immense expertise in their area domain. Get certified, Get Empowered, and land in those high-paying programming jobs today!

About the Author

sonali trehon
Sonali Trehon
Blog Author

Sonali is an accomplished Author, Content Writer, Copywriter, and Ghostwriter, known for her ability to create engaging and captivating communications. With over 11 years of experience, she has developed a diverse industry background in Education, Travel, Retail, Events, and Fashion . Quality over quantity is what she firmly believes in. At UniKakhsa, she leads a team of talented technical writers, dedicated to delivering valuable content to readers through our blogs.

Employers are constantly looking for qualified candidates with the right set of hard skills. Such skills can help propel their organization into a competitive positive future. There are many top hard skills employers seek, including computer and technology skills. All these hard skills come in handy when applying to certain jobs or positions and should always be highlighted during job applications. 

6 Important Hard Skills Tech Professionals Need to Learn in the Year 2022

Here we’ll explore in detail what a hard skill is and understand why hard skills are important. We will also discuss about highly demanded 6 hard tech skills examples to elevate yourself above the crowd – helping you become a truly invaluable asset to any organization.

What are Hard Skills

Hard skills refer to skills for carrying out a particular job and are quantifiable and specific. Technical skills are also referred to as hard skills. They’re the ones you can learn on the job through training, education, and certification. Many positions require candidates to have a certain set of hard skills. Let us consider an information technology professional for example. He might need to demonstrate software development competency, systems administration, or information security expertise to flourish. 

Importance of Hard Skills

Workplaces are trending towards a more modern, technologically-enabled setting where hard skills play an important role and stand out. For this reason, employers all over the world are looking to hire skilled people who show an active interest in acquiring the right knowledge and experience. If you have a more technical-based skillset (Hard Skills), then you will be better prepared to work in these new technologically driven workplaces of the modern age.

Even if there are many opportunities out there, we all know that jobs are harder to come by. So if you can truly utilize what technology has to offer and build your skills/competency around it, then you should have no problems getting your dream job!

6 Important Hard Skills Tech Professionals Need to Learn

Data Analysis

Data analysis refers to someone’s ability to observe, research, and comprehend a variety of data to reach out to a viable solution. Analysis skills are required for most businesses – especially those that deal with huge amounts of data regularly. People who have strong data analysis skills can notice trends between different pieces of data and use this information as leverage when a situation calls for making business decisions.

Top Data Analysis skills required in today’s workplaces include:

  • Research
  • Creative thinking
  • Data mining
  • Database management
  • Forecasting
  • Resource management
  • Data presentation
  • Web analytics
  • Data visualization

Programming  

It is necessary to know how to write code to make software, websites and programs a reality. It is also useful for IT workers who want to automate tasks through the use of scripts. Learning how to program can also be beneficial for IT professionals or departments including support of devices (routers, modems), servers, and networks. The languages below are commonly requested in the field and can be asked of IT professionals as well. Start today by learning programming language courses. 

  • Python
  • Java
  • C++
  • PHP
  • Dart
  • Kotlin
  • Ruby

Read more:  Top 8 Programming languages

Machine Learning and Artificial Intelligence

Whether you work in marketing, design, sales, or product development; machine learning is something that should be considered a valuable skill. It’s easy to see why so many businesses are eager to purchase software and apps with machine learning capabilities. Businesses have accelerated everything from designing clothes to utilities to even healthcare. With projects like Siri and ChaAlexa, chatbots, and predictive analysis, as well as self-driving cars on the way that rely on this futuristic hot technology, machine learning is truly going to change everything we know about the world around us. One can start learning basic skills by joining the introduction to Artificial Intelligence course.

Specific skills associated with Artificial Intelligence and machine learning includes:

  • Parametric algorithms
  • Nonparametric algorithms
  • Kernels
  • Clustering 
  • Deep learning techniques

DevOps

DevOps is a combination of “development” and “operations”—fuses the software development and IT teams. Unlike some other fields, DevOps is more than just a role; it’s a state of mind that can help create more efficient methods in both the IT and development aspects of running an organization. A DevOps engineer works with the developers to get a company’s product through quality assurance testing. They also work alongside IT professionals to ensure smooth deployment after a new system or mobile application has been developed and tested.

DevOps Professional’s responsibility includes:

  • Writes documentation & specifications for the server-side features
  •  Know computer & programming language
  • Monitor operations to maintain performance 
  • Lead Software Development & Deployment
  • Project Planning
  • Security & Automation
  • Quality Testing / Assurance
  • Maintenance and Troubleshooting
  • Understanding of continuous delivery theory
  • Container technologies like Docker or Kubernetes
  • Scripting languages like Python, Ruby, and C 
  • Familiarity with cloud operations

To know more about roles/responsibilities, skills required and tools used by DevOps Engineer, click here

 Adtech And Martech

Engineers who know the ins and outs of marketing and advertising technology are hard to come by. It’s not enough to know how to implement  Prebid and Google Ad Manager. Companies also need people who can help maximize revenue on the data side. Tweaking things here and there, giving recommendations based on what’s working and what isn’t. Idea is to help get the most out of each ad impression, essentially making campaigns as cost-effective as possible in terms of audience engagement. With all of these changes taking place in the ad industry, it’s important to have technical expertise in this field. 

Tech Project Management 

Tech Companies are looking for people who can bridge the gap between marketing and development teams. In this situation, a background in both performance and engineering is a must. Be wary of companies who claim anyone can fill this role! This is one of the most in-demand roles so make sure your company will pay well if they come after you.

Did you like the article? Feel free to share! Learn in-Demand tech skills with 100+ Courses and Certifications with multilingual support, 24×7 doubt clearing sessions, and regular assessments to track progress via a distinct Social media-like experience (FB) at UniKaksha.

About the Author

sonali trehon
Sonali Trehon
Blog Author

Sonali is an accomplished Author, Content Writer, Copywriter, and Ghostwriter, known for her ability to create engaging and captivating communications. With over 11 years of experience, she has developed a diverse industry background in Education, Travel, Retail, Events, and Fashion . Quality over quantity is what she firmly believes in. At UniKakhsa, she leads a team of talented technical writers, dedicated to delivering valuable content to readers through our blogs.

Usually, a library is a collection of media, books, or materials that are accessible for use and not just for display purposes. Similarly, in the programming sphere, a library is a collection of precompiled codes that can be used later in the program for well-set operations. Not just the pre-compiled codes, libraries may contain message templates, configuration data, documentation, etc.

Top 5 Python Libraries

Python libraries are a collection of related modules that contains a package of code used repeatedly in varied programs. This makes Python programming easier and simpler as we don’t require writing codes from the scratch. With the support of around 137,000 libraries, Python is the most favored programming language to create applications and models in varied fields.

Join UniKaksha’s Introduction to Python Programming course and get introduced to core concepts of programming including data structures, loops, variables, conditionals, and functions. Python libraries play a vital role in the fields of Data science, image and data manipulation, machine learning, to name a few.

Top Python Libraries

Now that we are well aware that what the libraries are, let us quickly dig deep into the Top 5 Python libraries to learn in the year 2022 and beyond.

Pandas

Pandas is an open-source library used widely for data processing, cleaning, and evaluation datasets. It is one of the leading foundational libraries that allow the users to create relational or labeled Pandas data structures for modeling, statistical analysis, manipulation, and data cleaning. Pandas assist several operations like Re-indexing, sorting, aggregations, visualizations, data conversions, sorting, iterations, and more.

Features of Pandas Library:

  • It offers data frames and series that enable us to represent and manipulate the data in several ways. It’s widely cherished for its proficient way to manage and explore data.
  • Pandas are backed by intelligent alignment and indexing of data. One can easily label and organize the data thanks to alignment and indexing methods, found exclusively in Pandas.
  • It is believed to have highly optimized performance. The critical codes are written using Cython or C thereby making it highly fast and responsive.

SciPy

SciPy stands for ‘Scientific Python’. It’s an open-source Python library used for statistical modeling and other high levels of scientific computations. It is based on NumPy extension that enables developers to process and visualize data and other high-level commands. SciPy’s major goal is to offer potent N-dimensional array manipulation and processing capabilities. Owing to this, developers can effortlessly implement ML algorithms without getting into complicated stats or maths.

Features of SciPy Library:

  • SciPy library contains several sub-packages to assist in fixing issues about Scientific Computation
  • It can run on an array of NumPy library
  • SciPy is simple, easy to use, and has superior computational power

NumPy

NumPy stands for ‘Numerical Python. This library is used for scientific calculations and features an inbuilt mathematical function for quick computation. It supports multi-dimensional data and large matrices. Few important functions of NumPy include radians(), arccos(),arcsin(), tan(), and more. It provides a potent N-dimensional array with rows and columns for effective processing and manipulation capabilities. It is also known to boosts the speed of big Pandas data sets as it does the calculations with array objects in Cython. It is open-source, faster, and easy to use.

Features of NumPy:

  • NumPy contains tools to integrate the codes from Fortran C++ and C
  • NumPy provides a high-performance N-dimensional array for efficient manipulation and processing. It can be both one dimensional and multi-dimensional
  • It is capable to perform intricate operations including Fourier transform, linear algebra, and more.

TensorFlow

TensorFlow is an open-source software library for conducting computations based on numerics by utilizing data flow charts. TensorFlow is a flexible ecosystem comprising libraries, community resources, and tools to allow developers to build and deploy Machine Learning powered applications with ease. It is fast and employs techniques like Accelerated Linear Algebra or XLA to do linear algebra computations within split seconds. Owing to its flexible ecosystem, one can deploy computation to one or more GPUs or CPUs in the server or desktop without writing the code.

Features of TensorFlow:

  • It helps to view the graph at each node. Tensor Board works by visualizing with computational graphing methods and provides a dashboard where you can see the evaluation of each element.
  • We can run TensorFlow applications on a variety of supported hardware solutions such as Clouds, Android, and architecture including GPUs and CPUs. This means the framework can execute on several embedded hardware platforms.
  • TensorFlow offers a wide variety of toolkits to resolve complex neural networks. It supports the development of intelligent object-oriented models using easy prototyping with Keras API.

Scikit-Learn

Scikit-Learn is another library you should consider learning in the year 2022. It is an open-source library that supports machine learning and data science. One can learn many kinds of data science and machine learning algorithms like support vector machines, clustering models, and more. It integrates closely with SciPy and Numpy and is revered as one of the leading libraries to work with complex data.

Features of Scikit-Learn:

  • One can extract features from images and text using Scikit-Learn
  • Validation and accuracy of supervised models on unseen data can be cross-validated with the help of Scikit-Learn
  • The clustering feature enables easy grouping of unlabeled data

UniKaksha’s Game Development Using Python course is designed to begin your game development career. Learn to create retro games a straight way and transform yourself into the revered skilled game developer. How do you find the article? Feel free to comment below.

About the Author

sonali trehon
Sonali Trehon
Blog Author

Sonali is an accomplished Author, Content Writer, Copywriter, and Ghostwriter, known for her ability to create engaging and captivating communications. With over 11 years of experience, she has developed a diverse industry background in Education, Travel, Retail, Events, and Fashion . Quality over quantity is what she firmly believes in. At UniKakhsa, she leads a team of talented technical writers, dedicated to delivering valuable content to readers through our blogs.

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