Online Programming And Development Courses & Certifications

The An Introduction to Probability in Computing certification course provides students with a basic introduction to probability theory to Computer Science (CS) which will help them to grasp the latest CS trends in the industry. The course duration is 4 weeks and is offered by the IIT Madras, NPTEL. 

The prerequisite for this course is students must have pursued a course on the design and analysis of algorithms to get advanced subject knowledge. The An Introduction to Probability in Computing certification by NPTEL offers a comprehensive curriculum such as an Axiomatic Approach to Probability Theory, Verifying Matrix Multiplication, Discrete Random Variables, and others. 

Also Read: Online Computer Science Courses & Certifications

Design And Pedagogy of the Introductory Programming Course Certification is a 4-week online programme that provides students with a comprehensive overview of curriculum design in programming. Students gain practical insights and actionable strategies in programming topics through the Design And Pedagogy of the Introductory Programming Certification by NPTEL.

Design And Pedagogy of the Introductory Programming Course online develops design skills among students to understand the design aspect of programming language. The course equips students with the knowledge and skills needed to create engaging and effective learning experiences for programmers.

Also Read: Online Programming Certification Courses

The Machine Learning using Python online course is a study of computer algorithms and a part of the applications of artificial intelligence, offered by the online education provider ‘Edu Plus now’ in partnership with the Indian Statistical Institute in Pune. This twelve days course is scheduled on the weekends for interested students.

The course curriculum is focused on the detailed aspects of the statistical principles and theories, the nuances of the programming language Python along with the concepts and ideas of machine learning. The learners in this program will be allowed to explore the methods and process of building algorithms with the help of supervised and unsupervised learning, regression mechanics, classification strategies, and the modeling of time series utilizing the software tool Python. The students will get an opportunity to work with several technical projects of the real world for skill development and implement the theoretical knowledge gained into practical applications.

Features and Boundaries is an online course meant for the beginner level who are interested in exploring features and boundaries in images. The online certification programme is a jointly offered online programme by Coursera and Columbia University. Features and Boundaries Certification Course will shed light on the concepts related to features and boundaries in imaging such as object recognition, metrology and object detection.

Features and Boundaries Training, provided by Coursera, is the second programme in the five-course First Principles of Computer Vision Specialization offered by Columbia University. Features and Boundaries Certification by Coursera can be taken by any beginner who wants to learn the features and boundaries. But, Coursera specified a set of eligibility criteria to be eligible for the certification fundamental knowledge of linear algebra and calculus. 

The project-centered 100% online course offered by the Hebrew University of Jerusalem helps you transform and build a modern software hierarchy which is purposely designed to help you in translation and execution of object-based high-level languages on a bare-bone computer platform which will in the process bring deep gain towards hands-on understanding in the applied computer, science, vector graphics and towards all other topics that fall under the core of every modern computer systems.

The course can be completed within 3 weeks but it’s dependent upon you till when you complete it at your own pace.

The course also comes up with a textbook “The Elements of Computing Systems” which covers all the course topics. The book is currently offering a 30% discount on the cover price provided by Nisan and Schocken, MIT Press).

They will also freely supply all the required software materials and tools which are necessary for completing the course.

The project centred courses have nine modules with each having a series of lectures which will take about 3 hours of yours to attend an additional 29 hours to complete each of the six projects. 

Principles of Computing (Part 2), available on Coursera, is developed and administered by Rice University to render the candidates a detailed knowledge of the whole range of aspects of computer science such as computing, fundamental concepts of mathematics and programming. This course is the 4th of 7 courses in the Fundamentals of Computing Specialization. 

Computing (Part 2) Certification Course, provided by Coursera, will help the learners to gain a thorough understanding of programming needed to develop effective and efficient solutions for computational problems using the Python programming language. During the programme, the students will be given adequate practical training using hands-on weekly mini-projects based on the mathematical and programming principles covered in the programme. 

Principles of Computing (Part 2) Certification by Coursera will touch not only on the aspects of programming such as recursion, assertions, and invariants; but also on the strands of mathematics including searching, sorting, and recursive data structures. Principles of Computing (Part 2) Certification Syllabus will assist candidates to upgrade their capability to write well-made software and come up with outstanding solutions for computational issues by developing algorithms. 

Coursera provides online courses designed by instructors from companies and universities. These courses give access to on-demand video lectures, quizzes, community forums, projects and homework exercises to amplify the learning experience of the participants.

Advanced SAS programming techniques course by Coursera has been designed for learners who wish to develop or improve their data analytics skills. The course aims to provide the participants with a deep dive into SAS programming. SAS enables the user to analyze, transform and derive value from the given data. It will train the participants in SAS programming using SAS 9, using the SAS macro facility to write, design, debug dynamic macro programmes, rotate data, process repetitive code, and perform table lookups using arrays and using PRX functions for pattern matching. Participants will learn the use of additional functions such as LAG, FINDC for data analysis and manipulation.

After the completion of the course, the participants will have developed a detailed perspective on SAS programming and the skills to use advanced DATA step techniques and procedures for manipulating the data. This course will prepare the participants for the SAS Advanced Programming Professional certification exam.

Machine learning is a new technological advancement that has been part of many organizations. It is a study of computer algorithms that can improve automatically through the use of data and experience. It is part of artificial intelligence which is a booming domain and is widely used by organizations. The Python and Machine Learning for Asset Management course is an initiative by the EDHEC Business School for learners who are interested in learning machine learning and python programming specifically for asset management. 

Python and Machine Learning for Asset Management training is delivered by the experts on the online learning platform of Coursera. The duration of this online course is 3 weeks and the classes will be completed within the time frame of 16 hours. Candidates will be trained on machine learning approaches in investment management. The platform is providing multiple benefits and Python and Machine Learning for Asset Management certification by EDHEC Business School for the learners who opt for certification mode for this course. 

Impact from Digital Transformation: Full course Certification by Coursera revolves around the possibilities of digitisation when everything around us seems to get dynamic due to digital change. It is all about handling the disruptive process that is found to unfold in the industry in the present time due to digitisation. Digital Transformation deals with handling the changing dimensions of industries owing to digitisation.

More than that, the course will focus on the core learning of the evolution of the new business landscape and adopting the right corporate strategy for the same. Impact from Digital Transformation: Full course Certification Syllabus has been curated in order to offer a flexible and affordable online learning paradigm to individuals worldwide. Learning is made even more interesting with hands-on projects, additional reading to hone existing knowledge and courses to prepare candidates for every development in the concerned domain.

They can begin with the course for free and pursue the course for certification later. A high-quality curriculum and on-demand lectures for mobile application and desktop at one's schedule sets this course apart from others. Course participants aspiring to take on leadership roles in the business or management sector will benefit from this course.

Python programming and data science are highly valuable and in-demand skills. Top companies use Data Science and analysis to interpret data and make critical business decisions. Python Basics for Data Science by edX will delve into data science using Python. As this is a beginner-level course, you will learn about Python language from scratch and do not have to be a programmer.

The Python Basics for Data Science certification is a free programme that falls under the Data Analysis and Statistics category and will run for five weeks. It will enable you to learn at your own schedule and pace through video content. By the end of the training course, you will be adept at using Python language to create data science projects and be ready to collaborate with Data scientists. 

Enrol in the edX Python Basics for Data Science programme and gain basic knowledge of machine learning, programming, and data visualisation. You can also earn a sharable verified course certificate after completing the course if you took the course in the verified track by paying the fee. In the free track, you can audit the programme for a limited duration. 

The I/O-efficient algorithms online course is an EIT digital-based course instructed by Dr Mark de Berg through a wholly online platform for learning with Coursera. The entire programme runs for a duration of 9 hours offering a verified certificate. The I/O-efficient algorithms syllabus will progress through three weeks starting with a curriculum starting with an introduction, cache algorithms, replacement policies and efficient sorting.

The course will be taught in the English language with subtitles in English, Spanish, Russian, French and Portuguese. The  I/O-efficient algorithms by Coursera are planned as advanced level coursework with flexible deadlines for completion. The candidates will need to have some basic prerequisite in the area of mathematics and algorithms to be eligible to enrol for the programme.

Traditional algorithmic tools are often inefficient for solving various real-world algorithmic problems. For example, many such problems are NP-hard; hence, these tools can’t solve them correctly. Thus, the Approximation Algorithms certification course will make you fluent with the critical algorithmic techniques and concepts that can deal with these challenges efficiently. You can employ such techniques instead of the optimal solution; you need an approximation close to this optimal solution. 

Curated by EIT Digital, the Approximation Algorithms certification syllabus offers 100% online lessons and covers vital topics to make you an expert. These include PTAS, knapsack problems, vertex-cover problems, linear programming, load balancing, scheduling algorithms, and numerous other learnings. By covering these, you’ll become adept in finding the required approximations of a problem’s optimal solutions for solving it efficiently. 

The Approximation Algorithms online course features a renowned instructor, Professor Dr Mark de Berg. It also provides self-directed deadlines to help you learn comfortably, along with English subtitles for the programme videos. Moreover, you can also purchase the training completion certificate to access the valuable accreditation and graded assessments.

If you want to learn the applications for satisfiability tools, Automated Reasoning: satisfiability course is perfect for you. The programme uses several examples to give you a glimpse into the various scenarios where satisfiability can be applied. These examples include program correctness, scheduling problems, puzzle-solving and fitting rectangles used for printing posters. 

Besides this, Automated Reasoning: satisfiability training also offers the underlying theory of using the resolution as a primary approach to propositional satisfiability, applying simplex methods for solving linear inequalities and using the CDCL framework for scaling up big formulas. You will learn these concepts through a series of video lessons, reading material, practise assignments and graded assignments. However, the course encourages you to use the knowledge you receive and apply SAT/SMT to several other problems, such as the problems presented in the honour’s assignment.

Automated Reasoning: satisfiability certification is an online course that takes about 25 hours to complete. It is an intermediate course taught by Hans Zantema and is offered by EIT Digital. You can either join the course for free or take the Coursera membership and secure a certificate of completion.

Cryptography and Hashing Overview is an online course meant for beginner-level learners to get acquainted with the blockchain, in general, and cryptography in particular. Cryptography and Hashing Overview Certification Syllabus will shed light on the various aspects of blockchain, cryptography, hashing and the like. 

Cryptography and Hashing Overview Certification Course, offered by Coursera, is the second in the 4 courses of Blockchain Specialization. By joining the course by paying the fee, the learners will be provided with unlimited access to the remaining three courses. Cryptography and Hashing Overview Certification by Coursera is provided by the Division of Continuing Education of the University of California, Irvine.

The Introduction to Swift Programming certification course by Coursera is the first course in iOS App Development with Swift Specialization, which comprises four courses. The certification course is devoted to making learners perform intermediate applications of Swift Programming. Moreover, a learner typically takes approximately 8 hours to finish, while the medium of instruction is English.

As of now, the Introduction to Swift Programming online course uses Swift 2 to teach the learners. Learners can come to the forefront of writing apps in iOS with new capabilities and features in Swift programming. After course completion, learners will become adept in memory management, syntax, object-oriented principles, functional concepts, among others.

Furthermore, the Introduction to Swift Programming training course starts at the introductory level and can be completed quickly. Another course attribute is flexible deadlines and self-paced training. The course has a five-weeks broad curriculum of lectures and activities and the candidate will be awarded a certificate at the end of the certification course.

The  Learn to Program: Crafting Quality Code programme by Coursera is a well-crafted course that focuses on teaching the skill for writing quality code every single time. Quality is a code that will run efficiently and correctly. The learners of the course will be taught to design the program, validate and code it too. The course further elaborates on how they can compare two or more programs that address a similar task. A simple and easy to understand programme that will help candidates upskill themselves for the future needs of programming.

The course will cover key features, responsible for the writing and execution of an efficient code. It will help develop an insight into the palindrome algorithms and using it to solve various problems in the programming domain. It will guide learners to apply logic and solve the most complicated issues in program writing and utilizing simple tools to solve them.

The course requires all the candidates to work on assignments throughout the course, these assignments will give hands-on experience to learners and will be essential in learning to use the concepts of this course and its applications. The Learn to Program: Crafting Quality Code course is an intermediate level course that is taught by specialists from the industry.

Coursera provides an array of courses in diverse fields. These courses include E-learning videos, projects, community forums, peer reviews, and practice exercises. This course is being offered by the University of Washington on Coursera. 

The framework of the Programming Languages, Part C course by Coursera has been designed to give the learners exposure to the basic concepts of programming languages. This course strongly focuses on functional programming as it is important for learning how to write robust, elegant, composable and reusable programmes.

The course offers a blended curriculum which trains the participants in using language constructs effectively and designing correct and elegant programs. The coursework utilizes the languages Ruby, Racket, and ML as vehicles for teaching the concepts which will make the participants more efficient in programming in any language and learning the new ones at the same time. This course, Part C is a part of a 3- part course. The instructor for this course is Dan Grossman, a professor at the University of Washington who has been teaching programming languages at the University since 2003. He holds the J. Ray Bowen Professorship For Innovation In Engineering Education.

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 Arduino Platform and C Programming, offered by the University of California, Irvine, is intended to provide the learners with a sheer glance of the Arduino which is an open-source computer hardware/software platform to create interactive objects and digital devices. The Arduino Platform and C Programming Certification Syllabus will shed light on the programming of the Arduino using C code, board schematics, conditionals and loops and many more. 

The Arduino Platform and C Programming Certification Course, offered by Coursera, is developed and instructed by Ian Harris who is a professor at the Department of Computer Science of the University of California, Irvine. The Arduino Platform and C Programming Certification by Coursera are the second in six courses of An Introduction to Programming the Internet of Things (IoT) Specialization. 

The Principles of Secure Coding certification course by Coursera takes around 15 hours to finish. The supporting institute that has designed the syllabus for this intermediary level, of course, is UC Davis, University of California. This course is part 1 of the main programme the Secure Coding Practices Specialization. The course gives an introduction to the principles of different programming languages which are secure.

The Principles of Secure Coding training begins with discussing the different principles, and philosophies of programming which is secure. These students will be presented with a robust programming language and taught the relationship between different security programs. These candidates shall be experiencing how design choices can be made based on the implementation in coding. This course may be more understandable if the candidates have prior background in C, Java, or C++.

The Exploiting and Securing Vulnerabilities in Java Applications certification course is course number four of the Secure Coding Practices Specialization main course that is offered together with the efforts of the University of California, UC Davis, and provider, Coursera. This certificate course will help one learn instantly with flexible schedules and deadlines that help all the candidates. 

The Exploiting and Securing Vulnerabilities in Java Applications training course will help the candidates with Java, and programming. During this programme’s course of study, the candidates will be taught to wear different kinds of hats like attacker hats, defender hats, and other hats so that vulnerabilities can be identified.

The Identifying Security Vulnerabilities in C/C++Programming certification course is course number three of the Secure Coding Practices Specialization main course jointly offered by the University of California, UC Davis, and provider, Coursera. The main aim is actually to develop a basis of coding practices for the students.

The Identifying Security Vulnerabilities in C/C++Programming training course will help in learning the techniques of coding, and programming. These techniques will have a special focus on teaching the candidates to think about what should be watched out for, and also where exactly they should look for evaluating the fragile library of C++, and its codes. Also, as soon as the learning has been completed, and done, a shareable completion certificate is presented.

The Identifying Security Vulnerabilities certification course is course number two of the Secure Coding Practices Specialization main course offered by Coursera, and the University of California, UC Davis. The main aim of this programme is to build a solid foundation of secure programming concepts.

The Identifying Security Vulnerabilities training course will make the candidates enrolled for learning about the different concepts of cryptography and threat modeling. This way the candidates will be able to create different threat models by critically thinking about other people’s models of threat. The different kinds of vulnerabilities and basics of cryptography application will be learnt by the students. Moreover, this SQL course will be helpful as it gives people a certification for completion after learning.

The method of programming commands for computers to follow is known as computer programming. The commands, commonly referred to as code, are written in a programming language that the system can comprehend and use to take the action or address a condition. The Introduction to Computer Programming certification course, which is offered by Coursera, was created by the University of London and is instructed by Dr. Edward Anstead, Associate Lecturer, and Dr. Simon Katan, Lecturer.

Introduction to Computer Programming online course includes 21 hours of digital lessons, assignments, and exams that offer candidates the fundamental knowledge and abilities needed to create computer programs in a sophisticated programming environment. Students taking Introduction to Computer Programming online classes will discover how to use the Javascript programming language and the p5.js library, as well as how to create 2D graphics as well as will learn about the mathematical concepts necessary to master the arithmetical and computational tools required for problem-solving in computer science and modeling phases.