Free Programming And Development Courses & Certifications

Digitization is slowly taking over our world. We can’t go a day without taking pictures, recording videos, and sharing digital content across different platforms. However, most of us do not understand the technology we use, to its full potential, including how one creates and manipulates digital information. To understand the core concepts behind all this, even if you’re a self-paced learner, take the Think-Create-Code by edX.

The Think-Create-Code certification course is an opportunity for you to understand the digital world’s inner workings, within just six weeks. You will learn how to use code to create and manipulate digital images. You will also be creating artworks and interactive animations which will feature in edX’s online art gallery, thus connecting you with a vibrant community of young learners.

Through their Think-Create-Code programme, the University of Adelaide aims to show individuals how digital technology works and to help them develop literacy in code. You don’t require any prerequisite knowledge, experience or qualifications to undertake this course. All you need is to devote two to three hours to this course, every week for the curriculum’s total duration.

The Algorithms: Design and Analysis, Part 2 online course by edX, is aimed at learners who have at least some experience in programming. It is a self-paced intermediate-level programme with a rigorous curriculum that focuses more on conceptual understanding and the bigger picture than mathematical details and low-level implementation.

The topics covered under the Algorithms: Design and Analysis, Part 2 certification syllabus include Greedy Algorithms (Clustering, Scheduling, Huffman Codes, Minimum Spanning Trees), Dynamic Programming (Sequence Alignment, Shortest Paths, Optimal Search Trees, Knapsack), NP-Completeness, Local Search, and Analysis of Heuristics.

The Algorithms: Design and Analysis, Part 2 training programme by edX includes various assessments through which learners can practice and master Algorithms. These include six multiple-choice problem sets, six programming assignments, and a final multiple-choice exam. 

Moreover, there is no due date for these assignments, allowing learners to work through the course at their own pace. But to complete the course comfortably within six weeks, they must study two to four hours a week. Edx has 2 tracks namely the verified track and the audit track which allows the students to finish off the course. During the verified track, the candidates will get unlimited but paid access to the course materials. In the audit track, the candidates will be getting limited but free access to the course materials.

There are times when the right introduction to Computer programming can te off a passionate and fulfilling career. The Programming in Scratch is a course by edX that makes the formative years of one’s professional pursuits much more likely to succeed, through owning and creating interactive games and stories duly backed by animations.

The Programming in Scratch is a program developed at MIT and will challenge your mind to put its cognitive resources to use. The graphical user interface enables the users to use a “pick and drop” feature to present effective games, beautiful songs, and enriching animations in a matter of a few minutes.

The program is slated to run for 6 weeks and is an introductory-level program in English. It does not need the participants to have any previous programming language experience. The layout of the program has been kept as self-paced and is accessible on smartphones.

Computer science programming is an exciting and fulfilling career option. We, at edX, have partnered with Purdue University to bring to you the AP Computer Science A: Java Programming Polymorphism and Advanced Data Structures program in Computer Science that encompasses Java Programming; specifically, the concepts associated with Polymorphism and other advanced data structures 

The main strategies covered in the AP Computer Science A: Java Programming Polymorphism and Advanced Data Structures training include but are not limited to Object-Oriented Programming, Abstract classes, keywords, generics, search algorithms, and exceptions. This is taught from the basics by a renowned learning mechanism developed at Purdue University. The teaching methods are exemplary.

The AP Computer Science A: Java Programming Polymorphism and Advanced Data Structures course is for those looking to immerse in the founding principles of Java programming, more so for those who are current students of the subject and would like a new approach towards learning. This 6-week course requires 5 to 10 hours of input from the candidates for an optimum learning experience. The students will be given two tracks called the free/audit track and the audit/verified track to get done with learning the programme. During the free track, the stduents will be offered no completion certificate with limited course access whereas in the paid track, the candidates will be able to visit the course materials for an unlimited time and they will also offered a course completion certificate.

Computer programming is a sought-after skill by many technology companies around the globe. The AP Computer Science A: Java Programming Loops and Data Structures program is brought to you by Purdue University and covers the basics relevant to the AP Computer Science A course and its corresponding examination.

The key elements are taken into cognizance by the AP Computer Science A: Java Programming Loops and Data Structures course includes the logic associated with repetition statements such as for, for-each, while, and do-while. These bundles allow for a given condition to be checked repeatedly in a loop to achieve an envisaged task. Thus, it is targeted at first-level students.

The AP Computer Science A: Java Programming Loops and Data Structures training will last for 6 weeks and the participants are expected to dedicate 5 to 10 hours on a weekly basis for maximum impact. It is a self-paced program and is accessible through mobile platforms as well. Thus, the students have a fair bit of autonomy.

Algorithms: Design and Analysis, Part 1 online course will explore the heart of computer science - algorithms. Candidates will learn, practice, and master the fundamentals of algorithms using a combination of video lectures, programming assignments, and multiple-choice quizzes to help them evaluate their progress.

Algorithms: Design and Analysis certification syllabus will provide information on various topics such as sorting and searching, data structures, graph primitives, randomized algorithms, and the 'Big-Oh' notation. This is an intermediate curriculum and requires some experience on the part of candidates in programming languages. These can include C, Java, or Python languages.

Algorithms: Design and Analysis by edX is a six-week, online certification course that features faculty members from Stanford University.  Students will have to devote two to four hours every week to this course and give a multiple-choice final at the end. It is a self-paced course that provides English transcripts of all the lectures for better understanding. Learners can get enrolled in the course for free or by paying a small amount. If they want to learn the course without paying anything they may opt for the audit track where limited access is given. On the other hand, if they want unlimited course access they may opt for admission using the verified track for which they may have to pay a small amount.

Stochastic motion is the motion of particles like that of ink in water. As opposed to the movement of celestial objects which can be calculated, this motion cannot be predicted. The Stochastic Processes: Data Analysis and Computer Simulation certification course aim to introduce candidates to stochastic processes and how to conduct data analysis on them. 

Students will first learn the fundamental theories governing stochastic processes in the training programme. Then, using Jupyter (iPython) notebook, they will learn how to do numerical simulations and perform them. They will analyse the simulation data as well. The six-week-long  Stochastic Processes online course in Physics is made for students interested in thermal motion and particle motion. 

Faculty from the reputed Kyoto university in Japan teaches this course on Stochastic Processes: Data Analysis and Computer Simulation training by edX. Throughout this course, candidates will acquire knowledge of stochastic processes and programming. This online programme is completely free of cost. edX also offers a verified certificate upon course completion.

The Certification course AP Computer Science A: Java Programming Classes and Objects is a basic programming course for beginners who want to learn programming skills. The course is certified by Purdue University. You are going to learn the programming skills in Java language in AP Computer Science A: Java Programming Classes and Objects. There are three instructors for the course. 

The certificate course, AP Computer Science A: Java Programming Classes and Objects will cover the most important yet the simplest concepts of programming in Java. The fundamentals covered in the course are the building blocks for any programming language used by the coders. Writing effective programs and applying the knowledge in a fruitful way is the major goal of the course. 

The course introduces you to programming in Java through various concepts. You will learn writing programs using classes, will know the meaning of objects, develop the skill of creating interfaces, and much more through Java programming language. AP Computer Science A: Java Programming Classes and Objects will be beneficial to learn the important programming fundamentals with a basic knowledge of Java.  

Deep Learning with Python and PyTorch by edX is part of a two-part series on developing Deep Learning models using Pytorch. The first course in the series is titled ‘PyTorch Basics for Machine Learning’, and it covers the basics of PyTorch. Hence, you must have completed the first course to understand this programme thoroughly.

Furthermore, the Deep Learning with Python and PyTorch course syllabus aims to teach how to build deep neural networks. You will learn methods such as initialisation, dropout, batch normalisation and different types of optimisers. The programme will further explore concepts like data whitening, deep autoencoders, shallow autoencoders, autoencoder applications, etc. After you are done with all the modules, you can test your skills through the final independent project.

The Deep Learning with Python and PyTorch certification falls under the subject of Data Analysis and Statistics. This is a six-week-long intermediate-level course that will not explain things from scratch. Thus, you must have prior knowledge and interest in the field of machine learning. There are two options to join the programme, namely, verified and free audit. In the verified mode, the learners will have unlimited access to the self-paced course and in the free mode, they will have access only for a limited period. 

The MyCS: Computer Science for Beginners Certification Course is a 6-week long course that explores the fundamentals of computer science with a special focus on programming in Scratch. This introductory level course will familiarize learners with the working of algorithms, computational thinking, and programming.

The MyCS: Computer Science for Beginners Training will be provided by expert tutors at Harvey Mudd College. The mode of assessment for the course constitutes practice exercises and assignments to enhance the knowledge of learners. Once all course evaluation is done, learners will receive the MyCS: Computer Science for Beginners Certification by edX and Harvey Mudd College.

The AP Computer Science A: Java Programming Certification Course is a 6-week long course that explores the aspects of computer programming, computer operations, and the impact of computing with a special focus on the Java programming language. This is a first-level computer programming course and can be easily accessed on the edX learning platform.

The AP Computer Science A: Java Programming Training will be provided by expert tutors from Marquette University and Purdue University. Upon completion of the course through video lectures, course materials, assignments, and exams, learners will receive the AP Computer Science A: Java Programming Certification by edX and Purdue University.

Edx has 2 tracks in which the students can be enrolled - one is the audit track and the other is the verified track. One track offers limited free access to the course materials but no certificate after completion whereas the verified track is the upgraded version of the same course that gives unlimited but paid access to the course materials.

The Intro to Java: Functional Programming Course is a beginner-level free online course that helps learners in building a basic foundation in Java syntax. The course will introduce you to the main functions and loops in Java along with the way Java works with data types and variables.

The Intro to Java: Functional Programming  Training will be provided by industry professionals through top-quality content that includes instructional videos and exercises. No prior programming knowledge is required to join this course for free online.

You can enroll in the Intro to Java: Functional Programming Certification by Udacity and follow a self-paced learning structure. The course is the right choice for beginners who wish to build a career as a successful Java developer or Java programmer.

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.

Algorithms are an essential part of the computer to process data effectively. Algorithms are used as specifications for performing tasks like automated reasoning, calculation and even for data processing. Algorithms are becoming an important part of our lives even if we don’t notice it. To make a computer do whatever we desire it is important to write a programme for which algorithm plays an important role. With the help of which one can command the computer whatever they want to.

Whatever one thinks of making from a website to an app they need to create a programme in which programming plays a very important part. This course of Algorithms part II is specially designed for the candidate to upgrade their knowledge about algorithms after they have completed the part one course. It will help them to master their skills in programming and make them stand out from the competition that is prevailing in this era.

The course Competitive Programmer's Core Skills offered by Coursera is collaborated with Saint Petersburg University to offer the basic programming skills on any type of platform. For aspirants who are looking for coding practice online and to get hired as a programme developer, the programme helps them to a large extent. Learners are made to learn the skills that are required to capture programme logic efficiently. Thereby learners can learn programming easily in the desired platform at the end of completion of the course.

In the engaging software environment, everyone is interlinked with software and development and even for any updates, there is a vast use of programming in an organization or at any other place. Here the course comes into a need with all the basics of programming aspirants can learn for new developments. Thereby every organization looks for programme developers and programming testers to work with errorless results. Programming has made new developments in technology and it is an endless process

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 21 hours which will be imparted via different modes of learning such as videos, audio, recordings, pre-recorded content, practice exercises and many others. 

Computing in Python II: Control Structures by edX tries to go deep into the programming world. It tries to build on the existing knowledge of operators and variables. This is neatly organized into five sections. The learners will be able to write complex programmes in Python and get Computing in Python II: Control Structures certification benefits. This certification syllabus ensures faster and more complex computing in Python ability for the learners.

The course by edX is distributed evenly in several parts. The course proceeds in short video lectures. It will have tests such as multiple choice questions and problems in coding. Computing in Python II: Control Structures certification course is a self-paced online programme. It is an introductory-level course. It offers 90% financial assistance to those learners who earn a low income annually. 

The verified learners will benefit from a verified Computing in Python II: Control Structures certificate. The Certificate of Computing in Python II: Control Structures training will have the logo of The Georgia Institute of Technology. The candidates will be learning the course either in the verified mode or the audit mode. The audit track supports course material viewing only for a limited time and the verified track mode supports unlimited course material viewing.

Introduction to Java Programming – Part 1 is ideal for learning and developing the fundamentals of elemental Java programming and the topic of data abstraction.  Introduction to Java Programming – Part 1 certification emphasizes the subject of “Computer Science”. The object-oriented framework will be provided in Introduction to Java Programming – Part 1 so that students are made familiar with problem representation. 

Introduction to Java Programming – Part 1 certification course will be focusing on - loops, statements, variables, data abstractions, loops, and others. The programme will thus be introducing the participants to the core elements of java programming. The five-week session will consist of two parts. In the first half, the applicants will be introduced to the various domains of data types, problem-solving, branching, and loops. While the second half of the course will focus on - string manipulation, simple event-driven programming, fileI/O, and others. The certification session will thus be enabling the participants to tackle real-world problems and frame solutions according to the requirements. 

The candidates will have two tracks to choose their study mode for completing this course. One is the audit track which offers self-paced learning free of cost for a limited period only. On the other hand, the other track is called the verified track which offers unlimited access to the course but for it the candidates need to pay some fee.

Computing in Python III: Data Structures training will allow the students to learn about the complex ways that are included in files, data, dictionaries and lists for building and structuring programmes. The five-week programme will deal with - loops, conditionals, and functions by learning the basics of Python programming. After Computing in Python III: Data Structures comes to an end the candidates will be able to solve strong and complex programme statements. The programme comprises several parts that will be delivered with the help of short video lectures. 

The Computing in Python III: Data Structures certification by edX has included the listed topics like- lists, strings, output and inputs in its curriculum. The programme will allow the applicants to work on real-world problems. The students will be able to grade applications that will be tracked and upgrade the average score of an individual over time. The students will also be solving multiple-choice questions in the Computing in Python III: Data Structures certification course. The candidates can learn the course in a self-paced mode both during the audit or verified tracks. There are two main differences between the two tracks. The candidates will be getting unlimited time to learn the course with some money during the verified track. In the audit mode, the candidates will only have limited access to the course material free of cost without the chance to secure a certification.

Computing in Python IV: Objects and Algorithms certification offered by the platform of edx gives opportunity to all students who want to learn a python programming language and are interested to pursue this career professionally. Students have to attend the Computer in Python IV: Objects and Algorithms course in 100 per cent online mode. Participants need to spend at least 5 weeks studying for Computing in Python IV: Objects and Algorithms certification syllabus. Learners should invest 9-10 works per week to complete the course. 

Computing in Python IV: Objects and Algorithms training is created in association with Georgia Tech for this course. Students will learn about the subjects such as computer science for learning through this Computing in Python IV: Objects and Algorithms certification course. Candidates who will be able to complete the course can gain verified certification for this programme. Students need to pay the quoted amount by the platform for availing of the certificate. Students can avail the course at zero cost as well. The programme is an introductory level programme.

Participants who are interested to learn through this programme have the freedom to learn the subjects according to their schedules as this course is a self-paced learning programme. Though the course can be learned depending on one's schedule the candidates will have only limited access to the course during the audit track but unlimited time to complete the course in the verified track.

The Computing in Python I: Fundamentals and Procedural Programming certification course by edX is the beginning course for the candidates who are new to this programming language. It covers the basics of the processes involved in the process of compiling and debugging the code such as how a computer interprets a line of code, and how to write, run and take the output of the code. 

Computing in Python I: Fundamentals and Procedural Programming online course will train the candidates to write small programs in Python that use concepts like logical and mathematical operators. Gradually, the students will learn to program for complex problems. The Python course makes the candidates practice and solve more coding problems.

Computing in Python I: Fundamentals and Procedural Programming training consists of both audit and verified tracks. The audit track is free for the candidates to learn completely. The certification is provided only to the verified track students. The certificate awarded is verified by the student’s identification. This course is sharable and has the logo of Georgia Tech and the instructors’ signature. The candidates will be learning in a self-paced mode with limited access during the audit mode and during the verified mode, the candidates will get unlimited access.

Introduction to Java Programming – Part 2 Online Certification online course is a self-paced learning experience that introduces you to the basics of Java programming language. The online certification is split into two five-week courses, and this second part covers some of the advanced topics such as multi-dimensional arrays and character strings. 

Furthermore, the Introduction to Java Programming – Part 2 training uses images to explain and enhance your understanding of the concepts. The course curriculum is well-curated and teaches students how to write procedural programs using control statements, loops, variables, data abstraction, and more. Ultimately, the program aims to teach how real-life problems can be solved using the right algorithm. 

Besides, Introduction to Java Programming – Part 2 certification is entirely free of cost for interested students. Moreover, it has been developed by edX in association with the prestigious Hong Kong University of Science and Technology. Students can earn a certificate by paying the fee and sharing it on LinkedIn to improve their chances of getting employed. The students may choose any one of the tracks available namely verified and audit to complete the programme. Both the tracks are self-paced but during the audit track, the candidates will get limited period access to the course. On the other hand, the verified track offers unlimited time for accessing the course.

Data science, machine learning, and scientific computation need to solve calculation-intensive problems. Therefore, the code’s execution speed plays a key role in proper operations. The LAFF-On Programming for High-Performance certification course will teach you basic methods to speed up your code and achieve high performance on your modernistic CPUs.

The LAFF-On Programming for High-Performance by edX emphasizes on amortization of data transfer cost and picking the appropriate algorithm to accomplish considerable speedup and high efficiency. Moreover, you will learn about extracting parallelism at multiple levels and other techniques for optimizing performance.

The LAFF-On Programming for High-Performance certification syllabus utilizes notable examples of matrix-matrix multiplication to demonstrate cardinal procedures essential in pushing your modern CPUs to reach their full potential. The course has a comprehensive curriculum to equip you with the skills to implement high-efficiency techniques. It will also provide MATLAB online licenses to the learners for free during the course duration. The candidates can participate in the programme by enrolling using any of the available tracks namely audit or the verified track. During both tracks, the candidates will be able to progress at their speed but in the audit track, the course material access is limited. Moreover, in the verified track, the candidates shall be able to access the course materials for an unlimited period and during the verified track the candidates will be getting only limited period access.

Among the various programming languages the world has seen, Shell programming, also known as scripting, has cleared the test of time and continues to be many programmers’ choice from 1970 to date. This era has seen the likes of Assembly followed by C and C++. The last decade or so has seen the introduction of Python and Java as well.

Shell Programming remains prominent in routine tasks, software configuration environments as well and automation in the software arena. Thus, it is a necessity for all programmers. In some instances, its variants have also been successful. Thus, it is commonly found in many medium-sized software development teams. Its use spans testing, software production, and integration.

The Shell Programming course at edX will embrace the most popular Linux shell that has been around for 50 years now. Students will gain tremendous hands-on experience in utilizing the shell interface with its useful commands that improve productivity, thereby saving coding effort on repetitive tasks. The candidates who enroll in any track of the course will be able to progress at their speed. Both tracks - audit and verified may be opted for by the candidates for finishing the course. If the candidates want to learn for free without a certificate they may choose the audit track which is open for a limited period of access. For unlimited and paid access the students should switch over to the verified track.

The candidates can enroll in the Java programming fundamentals course by edX and learn the basics of coding involved while doing programming. In the world of coding, java is the most basic needed, the candidates will be taught loops, conditional statements, and syntax in the Java programming fundamentals certification course.

The course involves question sets for candidates to help them assess their learning at every stage. Assignments help them stay on track and come up with the best possible solutions. Java programming fundamentals online course will be conducted by experts who have great knowledge in this field; the candidates can reach out to them at any point for help.

Differences between the conditional statements have been covered more simply in the Java programming course. The course also involves certification for the candidates, if they go for a verified course. The certification is provided at the end of Java programming fundamentals when the candidate completes it. Edx offers 2 tracks which are namely the verified track and the audit track. For the verified track, the candidates may access the course for a lifetime by paying some fee. The audit track on the other hand is free of cost but the materials can be accessed only for a limited period access.