Free Programming And Development Courses & Certifications

The Algorithm programme offered by Princeton University has two parts, Part I and Part II. The programme covers critical knowledge about ‘algorithms and data structures while emphasizing on scientific performance analysis and applications of Java implementations. Every serious programmer needs to know this. 

Algorithms, Part I includes elementary algorithms for data structures, sorting, and searching while Part II focuses on algorithms for graph- and string-processing. After the completion of the first part, candidates can enrol for the second part in Coursera.

The Algorithms, Part I programme is a 100 per cent free programme. Enrolment, access to content everything is provided for free. And also there will be no certification after completion of the programme. 

Candidates who are looking for a way to learn algorithms, Java programming, data structures should enrol for this programme. Irrespective of the field, candidates can enrol in the Algorithms, Part I programme if they use computers to solve problems which are large. 

Candidates who are programmers should also enrol for the Algorithms, Part I programme. By completing the programme they will be getting so many advantages in their career. The ones who have already finished the programme are now in better conditions.

The Introduction to Programming and Animation with Alice programme by Coursera is a beginner-level course in animation and programming which takes about 47 hours to complete. Duke University offers the introductory course in association with Coursera, while the lessons are delivered in English.

Moreover, the Introduction to Programming and Animation with Alice certification course comprises many programming concepts and technical assignments to combine theoretical knowledge with practical applications. Instructed by experienced professors, the well-structured course offers a fun and engaging learning experience.

The Introduction to Programming and Animation with Alice online course will primarily teach you how to combine programming and animation to develop 3D animated stories. You will become adept in building a storyboard to narrate a story, move the camera, include repetitions, set up a scene, among others.

Besides, the Introduction to Programming and Animation with Alice course is an excellent introduction to Alice and programming concepts. You can even use the ideas you have learned throughout the certification course to build 3D games. What's more, upon successful completion, you can earn a course completion certificate from Coursera and Duke University.

C programming as a computer language has gained popularity because of its usage and applications. This language has robust features with multiple built-in functions and operations that can be used to write any complex program. This is the middle-level language as the ‘C’ compiler combines the capabilities of an assembly language. This is the efficient and fast language that is best for structured programming, also it can extend itself. 

With the growing popularity of the ‘C’ programming language, EdX is offering the C Programming: Pointers and Memory Management certification course for people who are interested in programming and want to learn the key concepts of pointers and memory management. This is a self-paced course of approximately 5 weeks duration. Dorthmouth IMTx provides mentor support from world-class faculty. The  C Programming: Pointers and Memory Management certification by EdX shall be awarded to the students after the completion of the course only if the student chooses the verified paid option for the course. The certification shall help the learner to gain expertise in concepts such as pointers and memory management of C programming and thus shall improve the coding skills of the learner. For free, the learners can audit the self-paced course for a limited period. 

The C Programming: Advanced Data Types certification course is designed to provide a comprehensive understanding of the advanced data types like structures and linked lists used in C programming. The program is an initiative to help the learners in mastering the advanced skills of the C programming language. C programming has gained popularity because of its features and practical applications. The robust features and multiple built-in functions shall help the coder to write and execute any complex program. Hence, it is a must skill which is seen in beginners who are keen to work in the IT domain. 

C Programming: Advanced Data Types training is provided by EdX on their platform with the help of world-class experts of Darthmouth IMTx. The course is equipped with self-paced learning videos, assessments, and exams. The learners are required to complete the curriculum and pass the associated exams for receiving C Programming: Advanced Data Types certification from EdX. The additional benefits associated with the course provided by the platform shall help the candidate complete the course easily and perfectly. The self-paced course is free to join and the learners can audit it for a limited duration. They can also upgrade it to the verified track and get unlimited access and a certificate of completion. 

C Programming: Using Linux Tools and Libraries certification course is designed to provide comprehensive knowledge of professional tools and libraries to create a code with C programming language. The language is in demand because of its exceptional features, built-in libraries, and robust functionality. C programming is the foundational language that can be considered the first step in the world of coding. The course is structured by experts and aims for the overall development of the learner in C programming, focusing majorly on Linux tools and libraries. 

C Programming: Using Linux Tools and Libraries training is provided by the Dartmouth IMTx experts who shall guide the candidate on the path of achieving complete knowledge of C programming. The self-paced online learning course is available on the EdX portal for learners who are interested in learning C programming. The learner who will complete the curriculum and pass the associated assignments shall be eligible to receive C Programming: Using Linux Tools and Libraries certification by EdX. The course shall help the learners to gain practical as well as theoretical working of codes in the programming language. 

There are two different modes to pursue the self-paced programme, namely, verified and audit-free tracks. In the verified mode, the students will get unlimited access to the courses and a certificate of completion whereas in the free track, they can audit it for a limited duration. 

Much like Nvidia’s CUDA programming, OpenCL is a standard for writing parallel programs, especially for heterogeneous systems. OpenCL instructions are also synthesised into the FPGL environment. The Introduction to OpenCL on FPGAs course will discuss the basics of OpenCL standards. You will also learn about the platform, programming models, execution, and memory that define the OpenCL specification.

Moreover, the Introduction to OpenCL on FPGAs training programme will also cover the syntax of the OpenCL language. The differences and similarities between CUDA and OpenCL will be highlighted as well. Lastly, the course will navigate through the applications of OpenCL language and its advantages.

Dennis Ejorh and Nikhil Venkatesh will be your course instructors. The Introduction to OpenCL on FPGAs online course content will be delivered through readings, video lectures, and hands-on practice exercises. Lastly, if you pay for the certificate option, you will also receive a completion certificate, which you can use to highlight your skills and improve your career prospects.

Analyzing Data with Python certification course is designed by IBM and taught by Joseph Santarcangelo - PhD., Data Scientist at IBM, which is delivered by edX, which is targeted at the students looking for a comprehensive learning environment that could assist in their mastery of the concepts and methods required to develop the skills necessary for analyzing data with the Python programming language. Students who are interested in enrolling in the Analyzing Data with Python online classes by IBM and edX should be familiar with the fundamentals of programming in Python.

Analyzing Data with Python online training is a 5-week learning program that includes approximately 2-4 hours of extensive video-based materials that cover topics such as data loading, data manipulation, data preparation, data cleaning, linear regression, data visualization, ridge regression, polynomial regression, and machine learning models. Students who successfully finish the verified version of this program will also receive a skill badge that validates their knowledge and skills. This self-paced programme free course and they learners can upgrade it to the verified mode and get certification by paying the course fee. 

The online session on Developing Cloud Apps with Node.js and React by Coursera will be offering an opportunity to the students to work on real-life examples in the domain of developing cloud apps. In the course, the students will be elaborating more on the server-side Javascript and the frameworks that are related to it. Upon completing the Developing Cloud Apps with Node.js and React training the students will have their skills strengthened in developing efficient web browsers. Over the period of fourteen hours the Developing Cloud Apps with Node.js and React certification syllabus will be dealing with topics namely- Working with JSON, Asynchronous I/O with callback programming, IBM cloud monitoring with LogDNA and Sysdig, Testing cloud applications, Creating callback functions, Introduction to logging and others.

Business Analytics & Data Mining Modeling Using R Part II certification is a 4 weeks elective course. This course has been jointly made, and presented on the Swayam platform by NPTEL and IIT Roorkee. Also, this course is an FDP course that comes approved by the All India Council of Technical Education. Falling under the management category this course helps in deriving organizational goals, and business intelligence. These goals are usually achieved by making use of data mining techniques. 

Business Analytics & Data Mining Modeling Using R Part II training teaches the use of the statistical software R for building, assessing, and even comparing models that are based on realistic datasets and cases that follow an easy learning process, and curve. This course is useful for freshers or experienced candidates in all sectors of a business. The course is completely free, but the certificate acquiring process has to be done by participants paying some fee, and then passing a final exam.

The Real Time Operating System programme is an elective course in Computer Science and Engineering. Offered by Swayam, the course has been designed by the experienced IIT Kharagpur faculty and will be delivered in a span of four weeks through video lectures. Swayam is providing the course for free to anyone who wishes to learn the subject.

The Real Time Operating System course curriculum consists of four modules covering the characteristics and basic concepts of real-time operating systems. The course is available at the postgraduate level and is aimed towards people who have a background in ECE, EE and CSE. Prof. Rajib Mall from the Department of Computer Science and Engineering at IIT Kharagpur will deliver the course.

What’s more, you can even earn a certificate to showcase your knowledge in the Real-Time Operating System by fulfilling the eligibility criteria for the verified certificate. The certificate will be verified by NPTEL and Swayam and have the logo of IIT Kharagpur.

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.

Data Science has enabled many industries and organisations to make better business decisions by providing useful insights and information. Hence, this exciting branch of science can be used to test new techniques, theories and models. Python for Data Science online programme is an undergraduate-level course that falls under Computer Science and Engineering, Artificial Intelligence and Data Science categories.

The Python for Data Science course curriculum has been curated by the prestigious IIT Madras faculty and delivered by Prof. Ragunathan Rengasamy. Also, the certification has been designed as a four-week-long course that will be divided into several modules. It will teach you the basics of the Python programming language and how it can be used to solve data science problems.

Furthermore, the course will equip you with skills to use Python and data science which are extremely important and valuable today. You will learn through video lectures and will be given regular weekly assignments during the tenure. When you finish all the modules in the Python for Data Science certification course, you further obtain a certificate by qualifying the eligibility criteria.

The Algorithm Design and Analysis Training Course is a self-paced intermediate level course constituting the Computer Science Essentials for Software Development Professional Certificate program. The online course delivered through expert course materials will discuss the design and analysis of algorithms and related topics.

The Algorithm Design and Analysis Live Course can be opted by anyone interested in learning about problem-solving skills using computational methods. The 4 week-long course requires learners to have basic knowledge of discrete mathematics, probability, and Java programming language.

After successful completion of the Algorithm Design and Analysis Certification Course on the edX platform, learners will receive a valid course certificate. The course will be taught by Sampath Kannan, faculty of Computer and Information Science at the University of Pennsylvania.

It seems difficult for Java to deal with data in huge quantities. Various data algorithms and frameworks work together when applications exercise vast and real data sets. Data Structures and Performance is a Java course at an intermediate level which is recommended to the candidates who have an experience or familiar with computer science or software development. The programme focuses on establishing code which finishes the work effectively and efficiently by giving accurate results.

In this programme, the candidates would get an opportunity to analyze and utilize data structures that are applied in industry-level applications like hashtables, trees, and lists. The concepts will describe how the data framework makes programmes flexible and efficient. Through this course, the candidates can apply to Professional Certificates programs as well as multiple specializations. This course would be counted towards training in Object-Oriented Java Programming: Data Structures and Beyond Specialization and Object Oriented Programming in Java Specialization.

The certificate programme on Algorithmic Toolbox by Coursera is an intermediate level course that will cover basic ideas for problems arising in the practical applications of computational problems, algorithmic techniques, greedy algorithms, Sorting and searching, Dynamic programming, and divide and conquer. The course offers a lot of theory and understanding of the burning questions in programming. It helps candidates develop an understanding of how to solve the most commonly arising problem and how they can break it into pieces and solve them recursively, Further how they can sort data and how it can help in searching, when it is ok to proceed greedily and how genomic studies use dynamic programming.

The candidates will be given enough practice in solving the computational problems, implement the solutions efficiently, design new algorithms, and ensure the easy and smooth running of the programs. This course forms a part of specialisation in Data structures and algorithm specialisation, for candidates willing to learn more about the topic and further continue to take the specialization too.

For candidates and professionals willing to learn about the new challenges in programming and better equip themselves for staying relevant in the industry this course on Algorithmic Toolbox will offer a much better understanding of the subject and help them take the next step in their career.

The Introduction to Parallel Programming in OpenMP program's primary focus will be the shared memory programming paradigm. This course is available at the UG/PG level. The training has been designed for both computer science and non-computer science students interested in parallel programming. 

Learn to use parallel programming for the various Parallel/HPC applications in the Introduction to Parallel Programming in OpenMP online course. Throughout this online course, you will learn about core principles and programming concepts essential for developing scalable parallel applications. 

Besides, IIT Delhi has designed the Introduction to Parallel Programming in OpenMP syllabus while focussing on OpenMP and C programming applications. As such, this course is rife with programming assignments for practice. 

You will work on assignments like writing programs in C and OpenMP for multicore architectures for practical learning. The Introduction to Parallel Programming in OpenMP course also offers printable reading material, books & references, live sessions, and video lectures for an engaging learning experience.

Global Warming II: Create Your Own Models in Python Certification Course is an elaborate depiction of all the concepts surrounding the application of Python programming for conducting an in-depth analysis of Global Warming. It provides an opportunity for candidates to work on different Python programming exercises wherein they shall explore how numerical modelling is put to use in studying climate sciences and the Earth system.

The successor course to Global Warming I: The Science and Modeling of Climate Change has been crafted for beginners in Python programming and thus provides significant knowledge of the same. During the course lectures, learners will discover easy ways to grasp the intermediate knowledge of Python syntax. This course also provides mid-course quizzes and readings to ensure that extra amount of knowledge which would benefit the students in their learning.

The course has been designed by experts from the University of Chicago under the ambit of Environmental Science and Sustainability under a further broad ambit of Physical Science and Engineering. The university has been known for imbibing new ways of thinking among its learners and thus offers them a lucid practical and conceptual experience of sparking a change in the world with the learnings.

The Core Interaction Programming online course is the first course in the Unity Certified Programmer Specialisation offered by Unity Technologies. This course follows a challenge–solution learning format. Moreover, you will be required to dedicate nearly 11 hours to finish the course successfully. 

In the first part of the Core Interaction Programming course, the primary focus will be building the foundation for a 2D action video game, AsteraX. After that, you will deep dive into planning out and developing the game project using architecture codes.

The Core Interaction Programming syllabus will cover core skills and practices like using basic UI elements to provide user feedback, developer testing methods, assessing scripting needs based on project requirements, and more. Additionally, these will help you prepare for the Unity Certified Programmer exam. 

Moreover, the Core Interaction Programming training goes by a self-approach to let you study at your convenience. You will also be eligible for a shareable certificate upon successful course completion. 

Also Read:
3D Video Game Development in Unity: An Introduction
Introduction to video game development with Unity