Free Programming And Development Courses & Certifications

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.

Kotlin is the modern computer programming language, it is advanced and gives more power to developers for performing everyday tasks. The kotlin language is safe, concise, and pragmatic. It is focused majorly on interoperability with another language, i.e JAVA code. The application of Kotlin is almost exactly the same place as Java is being used already: development for the server-side, and designing of android apps, etc Kotlin is one hundred percent compatible with the existing Java framework. It has great tooling support. The language is very pragmatic with an intuitive flow that makes it easy to be grasped especially for Java developers. 

This course on Kotlin for Java Developers focuses on JVM bytecode. The course concentrates on the beauty and power of Kotlin, it highlights the basics of the Kotlin language with a discussion on various corner cases, and especially the ones relating to Java interoperability. Certificate Course On Kotlin For Java Developers By Coursera is based most importantly on the Java experience, it will exhibit the similarities existing between both the languages and concentrates on the differences. 

The course is an overview of Kotlin and its interoperability with Java, It will however not cover the fundamentals of programming. It teaches learners functional programming using Kotlin, nullability, programming oriented towards the object using Kotlin, Basic syntax, Java interoperability, power of Kotlin Language standard library.

The course is an intermediate level and it is taught by experts from Jetbrains. This course will help Candidates appreciate the advanced features of using Kotlin integrated with Java. It will better prepare professionals to overcome the programming challenges they face at work and help them find workable solutions.

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.

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.

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.

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

The Unity Certified Programmer test is a professional certification for mid and entry-level Unity programmers. Coursera’s Application Systems Programming training is a 100% virtual course that will prepare you for this examination. To this end, it will furnish you with vital learnings and challenge you to solve Unity programming’s realistic problems related to the examination’s topics. There are skilled instructors on board to train you for these. 

With the Application Systems Programming certification syllabus, you will further explore a 2D action video game’s development, which began in AsteraX, the previous course. This will help you polish your skills for the exam. These include optimising for various platforms, adding particle effects, managing application and user data, and implementing user customisations. You will require approximately 17 hours to finish this curriculum. 

The Application Systems Programming course is the second part of the Unity Certified Programmer Exam Preparation Specialisation. It’s an intermediate-level, self-paced curriculum where you can reset deadlines to study at a convenient pace. The programme offers free enrolment and a paid certification, which is shareable on LinkedIn. You can also print it out as a hard copy for your CV.

Programming 102: Think Like a Computer Scientist Certification by FutureLearn allows learners to explore intermediate level Python programming where they shall discover how to break problems into smaller parts, design and finally apply algorithms to data. They can also explore list structures along with their various uses. Those having faced a significant brush with Python and having acquired an inclination towards the language thereafter can definitely take up this course to polish their knowledge and programming skills.

Programming 102: Think Like a Computer Scientist Certification syllabus is so structured that the learning outcomes will build upon the foundational Python skills of the learner and prepare him to proceed with more advanced programming. All eligible course participants can start with the course straight away and learn at their own pace. This online training programme not only deals with basic concepts but also challenges its learners to implement the same with their students. The assignments and tests spread throughout the course will help learners endure some programming challenges.

The Programming for the Web with JavaScript online course is one among PennX’s ‘Computer Science essentials for software development’ program developed by the University of Pennsylvania. This course is provided by the education platform Edx for the students who wish to learn about the basics of data interaction on the internet along with concepts and ideologies to make strong web applications using JavaScript.

The course educator for this online program is Chris Murphy who is a senior lecturer in the department of computer science and Swapneel Sheth, a senior lecturer in computer and information science at the University of Pennsylvania. This intermediate-level course will enable the students to acquire knowledge about the advanced web page layout and design tools like Bootstrap. 

In this course, the candidates will get an opportunity to work with jQuery for Document Object Model(DOM) manipulation and event handling. This course will teach the candidates to create data-driven applications and integrate them with databases like MongoDB. The ‘Programming for the Web with JavaScript’ training is for four weeks with six to eight hours per week.

Web of Data by Coursera is a Massive Open Online Course (MOOC) curated as a joint initiative by Université de Nice Sophia-Antipolis, Université Côte d'Azur, INRIA and EIT Digital. It is an intermediate level course that requires a basic knowledge of web languages and running and installing software. 

During the Web of Data online course, you will learn the principles, standards and languages to exchange data on the web and develop new applications. The course curriculum has been divided into four sections covering the technical and core skills needed to master the web. Each week you will learn through a combination of short videos, quizzes, forums, and supplementary learning resources. 

After finishing the Web of Data certification, you will have skills and knowledge in data mining, data analysis, machine learning, AI processing, and data management. It will take approximately 18 hours to complete the entire online programme.