Free Programming And Development Courses & Certifications

The CS50's Web Programming with Python and JavaScript Course is an intermediate-level course dealing with core concepts of computer programming languages and their functions. Learners are required to have prior experience in any programming language or knowledge of computer networking and computer applications.

The CS50's Web Programming with Python and JavaScript Training Course is suitable for learners who are interested in starting their careers in computer science. The course offered on the edX platform discusses the vital aspects of topics like database design, security, scalability and user experience. The course is coordinated by David J. Malan and Brian Yu of Harvard University.

The CS50's Web Programming with Python and JavaScript Online Course is taught over 12 weeks and delivered through informative course materials. The course is taught in a self-paced manner with a total focus on the intellectual development of the learner. Upon successful completion, learners will obtain a shareable certificate after paying the prescribed fee. The free access to the programme will be only for a limited duration. 

The Programming in Modern C++ certification course is offered in online sessions  by Swayam for a period of 12 weeks. The course has been partnered with the Indian Institute of Technology, Kharagpur, and NPTEL supports Swayam with this course. Partha Pratim Das of IIT Kanpur leads this course successfully for the students who are participating in the programming in modern c++ course.

The Programming in Modern C++ training will help the students learn about the entire family related to Object-Oriented Programming and get acquainted with a proper foundation in Python, and Java as required. Python knowledge is required as C++ is the mother of the different programming languages. This programming course offers a multi-paradigm encompassing procedural and functional programming. 

Data Analytics with Python certification course includes many compelling examples of how you can analyse data using the Python programming language. This course discusses various data analytics applications in a range of industrial sectors. Moreover, this programme also shows you how you can use data analytics in your life and boost your career opportunities.

One of the Data Analytics with Python programme’s most essential aspects is that you will receive hands-on experience by creating your own analytical models. You can also clear any doubts or engage in academic conversations in the discussion forum, which is available to all the students related to data analytics, and python. This programme involves topics like regression, probability, distributions, hypothesis testing, and many more.

The Data Analytics with Python training is offered by Swayam in partnership with IIT Roorkee. This 12-week programme. You want to showcase your skills and earn new employment opportunities, you can opt for the course completion certificate offered by Swayam.

The Essentials of Data Science with R Software- 1 program is the first course of the Data Science essentials series that focuses on studying statistical inferences and probability. It lays a foundational understanding of concepts and theories of data computation. Students will learn to use R software for statistics to derive correct inferences.

Students will explore concepts relating to Data Science computational inferences listed in the Essentials of Data Science with R Software- 1 certification syllabus. The curriculum studies attributes, hypotheses, probability distributions, and variables. Students will be asked to interact in the online classes and submit written assignments for scoring.

IIT Kanpur offers the Essentials of Data Science with R Software – 1 online course. Professor Shalabh from the institute mentors course learners. Students can go for an e-verifiable certificate by paying an exam fee. While students must have a mathematics background, an understanding of statistics is also preferred.

The Essentials of Data Science with R Software – 2 online course is a 12-week study that focuses on learning mechanisms of data analytics using R software. Some of the analytical tools studied include regression analysis and sampling theory. This course is an AICTE approved Faculty Development Program (FDP).

As a part of the Essentials of Data Science with R Software – 2 certification syllabus, learners will explore sampling and linear models with R software. Students will receive video lectures and book references additional support. With 12 learning modules, the topics covered include Bootstrap methodology, random sampling, and LASSO regression. 

Developed by IIT Kanpur, Professor Shalabh mentors the Essentials of Data Science with R Software – 2 training. A renowned academician, Dr. Shalabh has authored four books and 75+ research papers. Candidates need to submit assignments and write an exam for the certification. For that, they will need to pay the necessary fee.

The IT sector has witnessed immense growth in a relatively short period. Naturally, the demand for skilled programmers to develop useful and sophisticated software has risen. Object-oriented programming system (OOPs) was developed to meet this demand. Java is one of the best languages based on the OOP paradigm. Programming in Java certification course is designed to teach the fundamental concepts of the Java programming language.

The Programming in Java course by Swayam is a 12-week-long online certification program crafted by the Indian Institute of Technology, Kharagpur. It covers all the basic concepts of Java by providing suitable examples. The course focuses on providing theoretical proficiency and practical skills so that participants can implement their learnings.

The Programming in Java program also offers sufficient helping material and learning resources for an extensive understanding. Learners will study how Java is being utilized in internet programming, mobile applications, gaming, scientific studies, and more.

The Problem Solving, Python Programming, and Video Games training course by Coursera is an introductory programme in the field of Python programming and computer science. The programme places heavy emphasis on computer science techniques and methods such as problem decomposition, problem-solving (computational thinking), algorithms, software quality, and abstraction.

Moreover, the Problem Solving, Python Programming, and Video Games programme use the medium of video games through the Python programming language to help you consolidate various computer science techniques you have learnt throughout the programme. But the concepts are not limited to the domain of video games. Candidates can apply them to multiple other functions such as software development, machine learning, artificial intelligence, and more.

Also, the participants of the Problem Solving, Python Programming, and Video Games online course get access to the interactive learning objects. Interactive learning objects or ILO is a virtual environment integrated with the certification course to provide you with a platform for practising and developing algorithms, video games, functional test cases, and problem descriptions.

Lastly, upon successful completion of all the programme modules, practical exercises, and assignments, you will be eligible for the Coursera course completion certificate. 

The course is a thirty-hour-long course that takes up to 12 weeks of time to complete The Joy Of Computing Using Python certification syllabus. The training is an AICTE approved FDP course which is designed for the students of postgraduate and undergraduate computer science. The course is completely an online program that is made available to the students for free. The Joy Of Computing Using Python program allows the participants to have a self-paced learning experience through which they have the freedom to join or leave the session and pursue the course according to their schedules. 

The Joy Of Computing Using Python online course is provided by the Indian Institute of Technology, Madras through Swayam. The training offers the candidates a chance of getting themselves a certificate towards the end of the program. The certification is e-verifiable and can be availed only after giving a scheduled exam which needs to be applied for by making a payment of the quoted amount as exam fees. The Joy Of Computing Using Python certification course consists of the study material such as video or audio lectures, assignments, case studies, self-assessed tests, and other activities to provide a better learning experience to the students. 

Using Python for Research certification course by edX is being offered to teach the learners how to use Python 3 for their research. This course aims to fill the gap between introductory and advanced courses in Python. Also, it has been designed in collaboration with the experienced faculty of Harvard University.

Participants of this course will be able to use their Python skills for their research work. Participants will first go through the basic concepts of Python 3 and then they shall learn about the tools and techniques such as NumPy and Scipy, which are used in research settings. The course also includes a new module about statistical learning using the sci-kit-learn library. This Using Python for Research training course is a blend of guided introduction and independent in-depth exploration. Participants will be trained in various Python skills using various case studies selected for their scientific breadth and their inclusion of different features of Python.

There are 2 modes of study - Audit and Verified Track that can be selected by the candidates to complete their studies. In the case of Audit tracks, the candidates will get a particular time limit in which they will have to learn the course materials but in the case of Verified tracks, the candidates will have an unlimited period in which they may complete the course.

An Introduction to Programming through C++ certification course is an undergraduate-level study. The training is based on computers and program engineering that teaches its learners problem solving using C++. It covers the basics of programming notions and arithmetic applications. Students will know the design and standard libraries of the C++ programming language. 

Spread across 12-weeks of learning, An Introduction to Programming through C++ certification syllabus exposes learners to concepts such as dynamic memory allocation, recursive algorithms, and drawings. It also involves a discussion on a rudimentary graphics system. Using this safer version of computer language, candidates can design programs fast with low-level features. 

Developed by the Indian Institute of Technology, Kanpur, learners can pursue the course for free. However, for An Introduction to Programming through C++ certification, students need to sit for a scheduled examination by paying the necessary fee. Candidates need to secure an average combined score in course assignments and final examination for the e-certificate. 

The Computer Science: Algorithms, Theory, and Machines Certification Course is a 100% online course that explores the nuances and concepts of computation. The intermediate-level course will deal with classic algorithms, classic theoretical models, and modern applications of computation. The course can be easily accessed on the Coursera online learning platform. 

The Computer Science: Algorithms, Theory, and Machines Training will be provided by the Computer Science faculty of Princeton University. The Computer Science: Algorithms, Theory, and Machines Certification Course by Coursera and Princeton University will be available for free and there will be no certificates awarded to candidates.

The CS50's Computer Science for Lawyers Certification Course is a self-paced online course specially prepared for lawyers and law students. This computer science course can be covered in a span of 10 weeks. The course will take the learners through a journey of basic to advanced level of computer science with a stress on the legal implications of technological decisions. Candidates can attend the course according to their own pace since it is self-paced catering to the requirements of each learner.

The CS50's Computer Science for Lawyers Training will be provided by the faculty of Computer Science at Harvard University. The course will be available on the HarvardX platform in collaboration with edX. Once the course videos and materials are covered, candidates can take part in the assessments to win the CS50's Computer Science for Lawyers Certification by edX and Harvard University.

Edx has 2 tracks in which the students can be enrolled - one is the audit track and the other is the verified track. The free audit track can be upgraded to a paid verified version which offers an unlimited version. Edx has 2 tracks in which the students can be enrolled - one is the audit track and the other is the verified track. The free audit track can be upgraded to a paid verified version which offers an unlimited version.

The Computer Science: Programming with a Purpose Certification Course is a 100% online course that introduces learners to the basics of programming along with its core concepts. The course is available in a flexible mode through the Coursera learning platform. The course contents will be taught by the computer science professors at Princeton University.

The Computer Science: Programming with a Purpose Training will be provided via videos, academic reading materials followed by practice exercises for each module. The Computer Science: Programming with a Purpose Certification by Coursera and Leiden University aims at equipping learners with the skills and knowledge in computer programming.

The Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python certification course provides candidates with a basic introduction to various numerical methods. They will learn methods like the finite-difference method, the pseudo-spectral method, and the linear and spectral element method. It also teaches them how to apply these methods to the 1D/2D scalar wave equation. 

Candidates will see how mathematical equations are transformed into computer code and how the results are visualised in a unique setup. The Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python online course illustrates the fundamental mathematical ingredients of numerical methods (such as differentiation, function interpolation, numerical integration, Taylor series, and more) and how they compare. 

Candidates will also receive strategies to ensure their solutions are correct with benchmarking with analytical solutions or convergence tests. Furthermore, the mathematical aspects of the Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python training programme are complemented by an introduction to essential wave physics, meshes, discretization, computing models, and parallel programming.

The Analysis of Algorithms online course familiarises students with calculating the computational complexity of algorithms. The training also covers function generation, recurrences, telescoping, and more concepts related to the scientific study of algorithm performance. Candidates learn about real asymptotics, symbolic methods, and basic structures like words, permutations, strings, trees, and mappings, through the programme.

The Coursera Analysis of Algorithms programme is 100% online and free course. It consists of pre-recorded video lectures, pop quizzes, readings, assignments, and practical exercises across a nine-week curriculum. Robert Sedgewick, who is currently the William O. Baker Professor of Computer Science at Princeton, will be your instructor. 

The Online Analysis of Algorithms training course is an advanced-level programme offered in collaboration with Princeton University. Candidates will need approximately 20 hours to finish this course. Besides, you will get English subtitles for the video lectures and flexible deadlines to learn at ease. Since this is free training; candidates will not receive a certification.

The Introduction to Computer Science and Programming Using Python Course aims at imparting basic knowledge about computer science and Python 3.5. The course taught over 9 weeks through online materials will help students learn the basics of programming and the usage of computational techniques to deal with real-life instances.

Introduction to Computer Science and Programming Using Python Training Course will help students aspiring to excel in the field of Computer Science and Computational programming. The course discusses in detail the important features and aspects of the Python programming language and its practical applications.

Introduction to Computer Science and Programming Using Python Syllabus is prepared by distinguished professors in the field of computer technology. The course instructors are John Guttag, Eric Grimson, and Ana Bell, belonging to the faculty of Computer Science and Electrical Engineering at MIT.  There are two varied enrolment options to join the programme, namely, verified and free audit. In the verified mode, the learner needs to pay the fee and will have unlimited access to the programme whereas, in the free mode, they can access the course only for a limited period. 

The Data Analysis with R by Udacity is a free online learning programme offered by Facebook. It focuses on exploratory data analysis. Exploratory data analysis is a method of visualising and summarising the important characteristics in a data set. It is an approach focused on exploring data to understand its underlying variables and structure. 

The course will run for two months and focus on exploratory data analysis. The Data Analysis with R syllabus will include six lessons discussing topics, such as R basics, EDA, exploring one and more variables, price predictions, and more. It has a panel of four instructors, namely Moira Burke, Solomon Messing, Chris Saden, and Dean Eckles.

You will learn from industry professionals who will instruct this intermediate programme. Furthermore, Data Analysis with R is a part of the Data Analyst Nanodegree offered by Udacity. It is an excellent course for anyone preparing to enter the field of data analysis and working towards improving their career prospects.

The ‘Software Debugging’ course is developed and offered by the online education provider platform Udacity. This online training is for free and will take about two months to complete the course. This debugging program is an intermediate-level course aimed to reduce the hassle one goes through while finding and removing the possible or already present errors. In this program, the learners will know about the ways to automate the debugging process and perform the task productively.

The course instructors for the ‘Software Debugging’ training program are Andreas Zeller and Gundega Dekena who will provide the learners with the theoretical and practical knowledge of the tools and techniques involved in determining the bugs in the software.  This skill development online course improves your skillset and drives the candidates towards innovation. The course curriculum consists of six modules through which the students will be able to understand and develop functional technologies and tools for debugging in Python.

The Business Analytics & Text Mining Modeling Using Python online course is an 8 weeks program offered by Swayam, a government of India initiative. The goal of this course is to teach students how to utilize text mining techniques to extract data analytics in order to meet corporate goals. With easy-to-follow learning modules, the course explains how to develop, analyze, and compare various models based on actual datasets and scenarios using a Python-based software platform.

The Business Analytics & Text Mining Modeling Using Python training includes industry support from Consultancy and Analytics companies, Big Data companies, Companies with Analytics Division. The course is totally free but if candidates want to receive a certificate, they will have to appear in an examination which costs Rs. 1000. The Business Analytics & Text Mining Modeling Using Python syllabus covers a wide range of topics which includes text mining, data visualization, python, data mining, data science, excel, etc.

Advanced Linear Continuous Control Systems: Applications with MATLAB Programming and Simulink certification is an 8-week course developed with the associative efforts of institutions like Swayam, NPTEL, and IIT Roorkee. The main idea behind his certificate programme is to help the participants understanding the basics of the advanced concepts of linear continuous control systems. This e-certificate course is taught free but the exam is offline and chargeable.

Advanced Linear Continuous Control Systems: Applications with MATLAB Programming and Simulink training will be teaching the ways advanced control engineering is used in the multidimensional facets of engineering. Along with the above topics, the candidates will be controller design, observability, learning controllability, and observer design with the support of both practical, and numerical examples where the credit points designed is 2, and which is significant for both the certification or credit transfer.

Game Theory certification is a short 17 hours course that is offered in conjunction with Stanford University, The University of British Columbia, and the certificate is provided by Coursera. This course has been made by keeping in mind movies like "A Beautiful Mind,” which helps learners identify that game theory is nothing but a mathematics model of strategic interaction between agents like rational and irrational. The course enlightens us that common games like chess, poker, or soccer are more than just games as these involve conflict modelling among political campaigns, competition among firms trading behaviour in New York Stock Exchange, and more.

The game Theory certification syllabus will include fundamentals of topics like representation of games and strategies, Bayesian games, the game trees, repeated and stochastic games, and many more. The course will also impart learning about some classic games and their applications to the participants.

This is a beginner-level course of game theory and can be completed in a time frame of 17 hours. Also, 18% of the students who have completed the course, and earned a certificate have been benefited tangibly in their careers. 

Udacity’s 'How to Make a Platformer Using libGDX' online programme will teach you how to build a platform game called GigaGal. You will be using the open-source libGDX game-development application framework for this. The course is curated and offered by the Amazon Appstore.

With the help of the 'How to Make a Platformer Using libGDX' training by Udacity, you will learn about controlling interactions between game objects and keeping track of complicated game state. Moreover, you will develop skills such as drawing sprites, animations, loading and managing level data, etc. These skills are critical to walking the exciting path of professional game development.

'How to Make a Platformer Using libGDX' online course is an intermediate-level programme that is approximately eight-week-long. During this duration, you will become skilled in effectively using libGDX for 2D game development. You will learn via intensive video content, practical exercises and interactive quizzes. Jeremy Silver and Peter Heinrich will be your expert instructors for this training. 

The 2D Game Development with libGDX online course by Udacity is designed to acquaint you with the libGDX game development framework. This course will help you learn how to use libGDX to create 2D video games with compatibility on multiple platforms, including mobile devices and web browsers.

Offered by the Amazon Appstore, the 2D Game Development with libGDX online programme consists of eight detailed lessons that will take you approximately eight weeks to complete. The course features interactive quizzes, learn by doing exercises and rich video content by top instructors of the industry.

Udacity’s 2D Game Development with libGDX online training will teach you central game development concepts such as user input handling, simple drawings, physics, cameras, cross-platform development, viewports, simple animations, etc. With the help of the 2D Game Development with libGDX programme, you will build a complete game called Icicles. The gameplay will involve icicles pouring down from the top and the player dodging them with physical controls or tilting the phone.

Optimization technology is used in many industries to make problem-solving easier. The Discrete Optimization course by Coursera focuses on solving complex problems using optimization algorithms and concepts, including local search, constraint programming, and mixed-integer programming. The course gives an introduction to the fundamental concepts of discrete optimization and its uses in the real world. 

The Coursera Discrete Optimization course explores concepts like mixed-integer programming, constraint programming and local search, starting from their foundations to their uses and application for solving practical problems, which includes scheduling, resource allocation, vehicle routing and supply-chain optimization. 

Furthermore, the Coursera Discrete Optimization course is an online, self-paced learning course offered by the University of Melbourne to help students understand the process of solving complex problems through discrete optimization. Coursera also offers a shareable electronic certificate at the end of the course, which can be printed and used along with the student’s resume, and also shared on professional platforms such as LinkedIn. 

Design and Analysis of Algorithms program is an undergraduate course in the field of Foundation of computing and Computer Science and Engineering. It is a free MOOC that will be held on the online learning platform Swayam. Swayam is a learning portal and an initiative by the Ministry of Education, Government of India.

The syllabus of the Design and Analysis of Algorithms certification has been designed by Chennai Mathematical Institute in association with NPTEL. The program will be taught by professor Madhavan Mukund, the Dean of Studies at Chennai Mathematical Institute. Along with video lectures, candidates will have assignments and a list of books and references to understand the course contents better. 

During the Design and Analysis of Algorithms training, candidates will explore various topics such as Intractability, Design techniques, asymptotic complexity, data structures, algorithm on graphs, sorting, and searching. The course also offers a certification for interested eligible candidates. However, certification is granted only if students pass the final test.