Online Programming And Development Courses & Certifications

This Machine Learning with Python for Beginners Certification dives into the basics using a well-known programming language - Python. In this short-term course, students will be reviewing and learning about the purpose and importance of Python in Machine Learning and where it applies to the real computer world. Also, candidates will get a general overview of Machine Learning training from the National Institute of Technology Warangal in topics such as supervised vs unsupervised learning,  model evaluation, and complex Machine Learning algorithms. Machine Learning with Python for Beginners Certification Course is useful to learn a lot of things in a short span of time. Make your career future-proof with Machine Learning with Python for Beginners Online Course. 

All students after carrying out the required tasks like individual projects and algorithms for specific problems get Machine Learning with Python for Beginners Certification by NIT - National Institute of Technology Warangal.

The Development of Real-Time Systems certification course focuses on embedded systems’ challenge of attaining timing correctness. With the help of this course, you will gain the necessary knowledge to plan and arrange a real-time system practically and in theory.

During the Development of Real-Time Systems online course by Coursera, you will utilise established mathematical proofs to design real-time systems on paper. Also, you will know how to apply the theory into practice with the help of prevalent scheduling techniques. The course consists of numerous examples, quizzes, video lessons, peer-reviewed assignments and practical programming assessments.

Developed by EIT Digital, the Development of Real-Time Systems syllabus will take you through the process of programming a real-time system in the C language. You will be using FreeRTOS real-time kernel for this. The programme will acquaint you with examples of these systems like emergence breaks, multimedia systems, airbags, avionics, QoS in web servers, etc.

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. 

Computational Thinking for Problem Solving is a beginner-level course administered by the University of Pennsylvania. The online programme will provide the learners with a deep insight into computational thinking which is used to deal with a problem in a systematic manner and come up with solutions that could be initiated by a computer. Computational Thinking for Problem Solving Certification Syllabus will guide the learners on computation thinking, the development and analysis of algorithms etc that will enable the students to approach the problems from the perspective of computer scientists. 

Offered by Coursera, the Computational Thinking for Problem Solving Certification Course is a programme targeted at beginner-level audiences that could be completed within 2 weeks. Computational Thinking for Problem Solving Certification by Coursera is developed by Susan Davidson who is the Weiss Professor at the University of Pennsylvania. 

Getting Started with SAS programming course certification is for the learners who want to acquire skills and gain knowledge about SAS programming. This course is helpful for learners who are just beginners. The SAS programming language is a system programming language which is operated for statistical analysis. It can easily be used as common spreadsheets and databases for better understanding of the contents. SAS programming language is most commonly used in the commercial market and is open-source software. 

SAS stands for Statistical Analysis System. It is a software suite developed to ease statistical and commercial market analysis. SAS programming can easily process complex data and give out various insights that help in better decision making or predict possible solutions for the problem.  SAS is a very powerful analytics programme for various organizations who needs an urgent solution from their data. SAS provides a bunch of analytics solutions and helps by providing industry knowledge for easy access to the solutions. 

The "Practical SAS Programming and Certification Review" programme by Coursera is offered by SAS. The programme is ideally pursued after the candidates have completed two SAS programming courses prior to enrolling in this programme. By pursuing the previous programmes, the candidates will get an edge and insight into how to solve problems in a real-world or a present business environment. The candidates are imparted skills and abilities to help them pursue SAS Certified Specialist Base Programming Using SAS 9.4 exam. Candidates during their programme tenure will get a comprehensive understanding and knowledge around different areas namely, SAS Programming, TSA Claims Data and many others. The course is spanned across a time duration of 20 hours which will be imparted via different modes of learning such as videos, audio, recordings, pre-recorded content, practice exercises and many others. 

Along with SAS, Coursera has created doing more with SAS programming for working professionals like SAS programmers and business analysts. This program would give in-depth knowledge about techniques of data manipulation using SAS procedures and DATA steps to transform, summarize, and access data. The course is based upon the concepts involved in the introduction of the SAS Programming course which states that should not be proposed to the users of SAS software at a beginner level.

Through this course, instructors would provide instruction to the participants on controlling the process of the DATA step, creating an accumulating column, and processing data in groups. The course would give a better understanding of SAS software and data used for practices and activities. The program would take the participants deeper into the DATA step and its knowledge would help in controlling and converting the DATA step output rows to new tables. After this, they will learn about processing data in groups which would help in executing action whether each group starts or finishes.

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.

The ‘SAS Macro Language’ online certification program is designed for the students to gain expertise with the statistical analytical system by learning about the tools and techniques for Data steps and processes to handle the data. This intermediate-level course is provided by the Coursera education portal with the SAS. The students can finish the course classes within two weeks during three weeks.

The instructors for this course are academic and industry professionals such as Stacey Syphus, a senior manager of Education. This certification program is offered as part of the SAS advanced performer professional certificate and the students are allowed to study with adjustable deadlines for the assessments and tests. The students from different language backgrounds will benefit from the subtitles that are available in French, Portuguese, Russian, English, Spanish for the course materials.

The ‘SAS Macro Language’ online training program equips students with the course certificate at the end of the course after completion of the training, graded assessments, tests.

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. 

Machine Learning has emerged as one of the most popular branches of engineering over the years. The Python program is a popular language for programming as the syntax is simpler and it consists of a lot of code libraries, which makes coding relatively easy, as compared to its counterparts. 

Summer Training Program on Machine Learning using Python (Development and Deployment) Certification Course from the Electronics & ICT Academy of IIT-Roorkee is specifically designed to train students in Python coding, in the field of ML engineering. The duration of the course is 14 days and 40 hours. The number of seats is 60. The Training is coordinated by Professor R. Balasubramanian and Professor Partha Pratim Ray from IIT-Roorkee, along with Professor Sanjeev Manhas serving as the Principal Investigator.

The course trains students for a career in Machine Learning engineering or Data Science, which according to Kdnuggets, will generate about one million job opportunities in the near future. Also, the popular Forbes magazine has listed Data science as one of the best jobs to pursue as a career.

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 2 weeks and the classes will be completed within the time frame of 10 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. 

The Machine Learning with Python certification course offered by IBM is a comprehensive program designed to introduce learners to the basics of machine learning using the Python programming language. Machine Learning with Python programme offered by IBM is the 13 hours (approx.) duration certification course having 6 moudules in total where students can learn on their own pace.

The Machine Learning with Python  certification course, offered by IBM via Coursera, is the intermediate level programme where students will learn classification techniques using different classification algorithms, namely K-Nearest Neighbors (KNN), decision trees, and Logistic Regression. You’ll also learn about the importance and different types of clustering such as k-means, hierarchical clustering, and DBSCAN.  Machine Learning with Python certification course offered by IBM helps the students to learn new concepts from industry experts and develop job-relevant skills with hands-on projects along with shareable career certificate from IBM.

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 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 Divide and Conquer, Sorting and Searching, and Randomized Algorithms certification is a course that is provided by Coursera in association with Stanford University. This is a very short course that teaches the candidates regarding algorithms which is considered as the mainstream of Computer Science where algorithms can be used in practical applications.

The Divide and Conquer, Sorting and Searching, and Randomized Algorithms certification syllabus tends to cover introductory aspects of algorithms with some amount of programming exercises. This course belongs to course number one on the algorithms specialization which gives the conceptual learning for elementary level of mathematics and its implementation.

Divide and Conquer, Sorting and Searching, and Randomized Algorithms training is an intermediary level course that will help the candidates become strong with their technical skills so that they are able to speak well regarding algorithms with other Computer Programmers confidently.

Also Read:
Algorithms Certification Courses

Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming is an online programme provided by Stanford University that will help the learners to have a solid understanding of greedy algorithms and dynamic programming.  Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming Certification Syllabus will walk the student through many concepts including scheduling, minimum spanning trees, knapsack, sequence alignment, and the like. 

Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming Certification Course, offered by Coursera, is an intermediate course that is the third in the four courses of Algorithms Specialization. Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming Certification by Coursera is structured in a fashion in which the students can decide the deadline on their own and can be completed within about 1 week. 

The soul of programming is said to be data structures and algorithms. Data structures aim to hold the data while the algorithms aim to solve the problem using the data. Data structures are the key to the computer algorithms which help the programmers to manage the data efficiently. The perfect selection of data helps to enhance the efficiency of the computer programme.

Computer science in this era is all about sorting and computing from given data. So, it is necessary to have a powerful knowledge about data structure, it will help one deal with different ways of arranging, storing and processing the data. It helps in utilizing maximum space and also decreases the complexity in deletion of data, addition as well as insertion of data.

To be a successful data processor one should acquire all the skills appropriately and should master their skills that will make them stand out of the crowd. Each and every company searches for an employee who has the ability to overcome all the problems and keep up to the needs and the requirements of the company. This is the platform where they can shape their skills for the same.

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.

Introduction to C# Programming and Unity is an independent course available on the Coursera platform which helps you learn from scratch about how to develop video games with C# programming language along with using the Unity game engine on your Mac or Windows. The course is not at all authorized or sponsored by Unity Technologies or its affiliates.

C# is preferred as a learning computer language, for knowing how to program and entering into professional programming.

The course helps you to learn in-depth about core programming concepts that apply to C# along with different programming languages. The learners will understand how to apply these concepts while developing games.

With the Introduction to C# Programming and Unity Course, they will also get to know about the ideal path they need to learn to code and clear their fundamentals by building small games and applications.

India is touted to be a highly scalable market for the gaming industry in the next couple of markets and there is no better time than now to not just enroll and learn something new, but also gain a skill that can help you be a part of the growth story as India’s first homegrown gaming giant.

C# is one of the best programming languages for beginners and professional programmers alike. And the Unity game engine is becoming increasingly popular among indie game developers. In 2016, Unity games were downloaded 16,000,000,000.

The More C# Programming and Unity course, explains why C# and Unity should be used instead of some other language and game engine. Throughout this course, learners will continue building their foundational Unity and C# knowledge by exploring more Unity and C# topics.

The More C# Programming and Unity course is part of the C# Programming for Unity Game Development Specialization programme offered by the University of Colorado. The curriculum for this course is designed with the assumption that candidates have taken the previous course in the specialization, and have the prerequisite knowledge. Therefore, before applying to this course, candidates must make sure that they have that knowledge, either by taking the previous course or from personal experience.

Julia Scientific Programming is designed for the beginner-level learners to make a detailed understanding of Julia which is the high-performance programming language developed exclusively for scientific computing, physics, chemistry, astronomy, bioinformatics, engineering, data science, etc. Julia Scientific Programming Certification Syllabus, prepared and instructed by Juan H Klopper and Henri Laurie, will shed light on various aspects of Julia such as command line, variables, functions, program files, and the like. 

Julia Scientific Programming Certification Course, available on Coursera, is offered by the University of Cape Town and includes on-screen demonstrations, video lectures, quizzes, practical peer-reviewed projects, etc. Julia Scientific Programming Certification by Coursera is structured in a flexible fashion that enables the learners to learn at their own pace and decide the deadline as per their schedule. 

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 2 weeks 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.

Offered by Duke University, the Writing, Running and Fixing Code in C Programme, is ideal for professionals interested in learning and mastering the basics of programming language. The need of the hour, coding is one of the most sought after areas that is always and will remain in trend. Understanding the key requisites of the corporate world, the programme will enable candidates to learn and master different skills namely, debugging, compiler, C Programming and many others. The programme is a beginner level programme and can be pursued by professionals keen on learning to code. To make it easy, the programme is also accessible in different languages apart from English. The candidate will learn about planning algorithms, compiling and thereafter running it. The programme offers a certificate in the end if successfully completed.

Offered by the Duke University, the Pointers, Arrays and Recursion certification programme is the third programme amongst all the four programmes in Introduction in Programming in C Specialization programme. This is a beginner level programme and hence gives freedom to candidates to learn from the base. The curriculum has been developed by industry experts and so it provides a strong foundation to them. The programme introduces the candidates with the novel concepts namely, recursion, arrays and pointers. The course is delivered online via different modes namely videos, practice exercises, quiz, assignments, and many others. The programme is worth doing and is ideally best suited for professionals who want to excel and master in programming in C.