Online Programming And Development Courses & Certifications

The Statistics and R Online Course is centered around the basic principles of R programming language in connection with statistical concepts. The course will enable students to understand different statistical and visualization techniques. It will also help them understand the usage of the R programming language for analysing data and conducting research.

The Statistics and R Certification Syllabus are prepared under the guidance of genius minds including biologists from Harvard and from around the world who are dealing with genomic technology and scientific hypotheses. The course is instructed by Rafael Irizarry and Michael Love, Harvard University. The course would help students in achieving certification in data science with R programming.

The Statistics and R Training Course offered on the edX portal is a self-paced course taught over 4 weeks. The course will be delivered through online course materials and assessed through graded assignments and exams. After the successful completion of the course, learners will be rewarded with a shareable certificate if they have opted for the verified track. They can also join the programme free of cost and access the course materials for a limited duration. 

NIELIT aims to provide training, research, education, consultancy and design in the field of IT and electronics. It imparts courses in various areas of information technology such as VLSI, networking, bioinformatics, embedded systems, cyber law and ITES-BPO.

Certificate Course in Web Designing has been built by the National Institute of Electronics & Information Technology to give curious learners an introduction to the principles of web designing. Participants of this course will learn the essentials of creating an effective web page, how to incorporate an extensive reflection of information architecture. 

They will understand the graphic design principles related to web designing and how to implement those theories and principles while creating effective web pages. Through the Web Designing certification training course, participants will be capable enough to understand and use Cascading Style Sheets (CSS), HTML, W3.CSS and JavaScript for designing web pages. They will become proficient in web publishing, web browsing and photoshop for web designing.

The Web Application Development using Java course by NIELIT Chandigarh starts with the history, evolution, uses, and application areas of Java. From there, it moves on to the fundamentals of Java or Java Foundations. It then progresses to Object-Oriented Programming (OOP) and more advanced programming. The curriculum will also teach you the basics of JDBC programming.

Through hands-on activities and engaging exercises, candidates will learn how to create Java programs and design Object-Oriented Applications. Basic topics covered under the curriculum of the Web Application Development using Java programme include data types, variables, operators, arrays, and objects. The instructors will also teach advanced concepts like the flow of control, inheritance-classes, polymorphism, and database programming. 

The Web Application Development using Java online certification course is open for learners with a working knowledge of any programming knowledge. However, they must maintain at least 80 per cent attendance to receive the participation certificate. There is also a mini-project wherein candidates will have to apply all the concepts they have learnt throughout the programme.

The Java Programming programme is offered by the NIELIT Haridwar campus in collaboration with Digital India platform from the Ministry of Electronics & Information Technology, Government of India. This course has enough material to explore in-depth about information architecture. 

There is a huge demand for skilled Java developers. This course was started in order to fill that gap for supplying Java developers in the industry. The course has a simplified or easy approach to develop applications for both Internet and Intranet applications. 

These approaches are aimed to design those applications to become readily available and highly scalable. The programme is designed for four weeks duration. Apart from the course fee, the programme does not cost any extra fee to take part in the two-week project. This course provides an e-Certificate for each candidate who maintains the minimum attendance and scores the required percentage in the online test.

The Introduction to Object-Oriented Programming with Java online training starts with a refresher on basic concepts from object-oriented programming. Next, the programme will introduce you to Java essentials, including classes, methods, and attributes. This training in the essentials will allow you to start writing basic Java programs.

Later, the Introduction to Object-Oriented Programming with Java training will take up topics like instances, objects, and classes. This will allow you to build object-oriented solutions. Lastly, the course will end with a discussion on namespaces and Java libraries to understand how Java packages classes.

The course will also teach you how to write code without name collisions. By the end, you will be able to access and organise classes, as well as utilise selected standard classes from Java’s runtime environment. After completing this course, you can also opt for the certificate that will attest to your Java skills.

Designed after careful industry analysis, the Online Certification Course in Advance Data Analytics and Machine Learning using R by NIELIT progresses from the basics of R to advanced studies of data analytics. It includes 40 hours of learning in four weeks of weekday classes from 1:30 PM to 3:30 PM.

The course curriculum aims at training candidates in the field to meet the demands of the technologically-driven industry. Touching upon computational statistics applications and usages, it solves real-world data science problems. For the Online Certificate Programme in Advance Data Analytics and Machine Learning using R by NIELIT, candidates need to access a system of 8GM RAM with a broadband connection. A basic understanding of the Linux command line will be beneficial. 

The course also provides a combination of practice and knowledge in Data Science and its applications. Mr Sanjaav Kumar Jha instructs NIELIT’s Advance Data Analytics and Machine Learning using the R training programme. Upon satisfactory course completion, students will also earn their certificates. 

Front-End JavaScript Frameworks: Angular is an online course developed and offered by The Hong Kong University of Science and Technology (HKUST) which is an international research university with a focus on advanced science and technology. The course made available by Coursera will discuss Javascript-based front-end frameworks and the Angular framework.  

Front-End JavaScript Frameworks: Angular Certification will shed light on features of typescript, creating Angular applications with the help of Typescript, use of Angular Material, and Angular Flex-Layout for responsive UI design, etc. Plus, the students will have a clear picture of how to use Observables and RxJS in the context of Angular applications. Front-End JavaScript Frameworks: Angular Certification Course will also cover the REST API, Angular animation support, Angular testing, and many more. 

Front-End JavaScript Frameworks: Angular Certification Syllabus will discuss numerous concepts related to Angulars such as components, directives, and services, data binding, Angular router, creating template-driven forms and reactive forms, Observables, reactive programming, RxJS, etc. 

Learn about the basics of MATLAB and Octave in this MATLAB and Octave for Beginners By Edx. MATLAB and Octave for Beginners certification are the best suited for beginners and candidates who wish to make a career in this domain. MATLAB and Octave are programming languages that teach candidates to experiment with more advanced functions of mathematics to produce some great matrix visualizations. MATLAB and Octave for Beginners' online course will equip learners to practice data visualizations, mathematical computation, functions, and manipulation of matrices. This is a crash course offered by Edx that guides students step by step in the detailed learning of MATLAB and Octave programming.

The MATLAB and Octave for Beginners program is a self-explanatory program that is easy to follow and teaches the step-by-step use of mathematical tools. The use of these tools is mainly for writing functions and calculating vectors and matrices. The course also teaches candidates to use skills for graphically plotting the acquired results of problems. The course is a simple approach to learning the best practices involved in organizing work and the use of scripts and functions to enhance overall productivity. The programme is well-suited for candidates who wish to pursue a career in this domain. MATLAB and Octave for Beginners certification can help them take the first step and explore their interests as well as improve their chances of acquiring a relevant job in the market.

The course can be learned in online mode but the candidates need to choose any one track from the ones offered by the course. The two different tracks offered are audit and verified. During the audit track, the candidates will only have some weeks to finish learning the course. But in the case of the verified track, the candidates will get unlimited access to complete the course learning.

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. 

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. 

Introduction to Data Science in Python is an online certification programme provided by the University of Michigan and available on Coursera which is one of the five specializations of Data Science. Thus, this course must be pursued prior to the other course in the specialisation i.e Applied Plotting, Charting & Data Representation in Python, Applied Machine Learning in Python, Applied Text Mining in Python, and  Applied Social Network Analysis in Python. Learners will be able to study data science in Python in greater depth with the tutelage of experienced instructors. 

Introduction to Data Science in Python Certification, accessible on the platform of Coursera, will expose the candidates to basic techniques of Python programming such as lambdas, reading the CSV files, and the NumPy library and python programming environment. By enrolling in the Introduction to Data Science in Python Online Course, the learner will develop the capacity to deal with tabular data and manipulate it along with running the fundamental inferential statistical analyses. 

Introduction to Data Science in Python Certification by Coursera will shed light on data manipulation, and the process of using the group by and pivot tables in an effective fashion. Introduction to Data Science in Python Certification Syllabus will help the students explore the cleaning techniques using the popular python pandas data science library and usage of the Series and DataFrame for data analysis and many more. 

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.

The Trees and Graphs: Basics online course is a study of the algorithms and data structures associated with trees and graphs such as tree data structures, binary search trees, self-balancing trees, graph data structures with some fundamental traversal algorithms on graphs. The online program is provided by the online educational platform Coursera and the course curriculum is offered by the University of Colorado Boulder. The course consists of 10 hours of course content that is scheduled for three weeks. The educator for this online training is associate professor Sriram Sankaranarayanan from the University of Colorado Boulder. 

The Trees and Graphs: Basics is part of the ‘Data Science Foundations: Data Structures and Algorithms Specialization’ and the Master of Science in Data Science(MS-DS) degree hence this online course can be taken for the MS-DS degree. This advanced-level program enables the students to utilize flexible deadlines for convenience to complete the course and a shareable course certificate after course completion.

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 7 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 six-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.