List of Online Courses and Certifications

Applied Machine Learning in Python an intermediate-level course administered by the University of Michigan. The learners will be exposed to applied machine learning in python. Applied Machine Learning in Python Certification Syllabus, developed by Kevyn Collins-Thompson, the Associate Professor at the School of Information, will walk the students through many aspects of applied machine learning, especially the techniques and methods. 

Provided by Coursera, the Applied Machine Learning in Python Certification Course helps the students to have a deep knowledge of building ensembles, practical limitations of predictive models, supervised and unsupervised techniques, and the like. Applied Machine Learning in Python Certification by Coursera is the third course in Applied Data Science with Python Specialization. 

The certificate programme on Algorithmic Toolbox by Coursera is an intermediate level course that will cover basic ideas for problems arising in the practical applications of computational problems, algorithmic techniques, greedy algorithms, Sorting and searching, Dynamic programming, and divide and conquer. The course offers a lot of theory and understanding of the burning questions in programming. It helps candidates develop an understanding of how to solve the most commonly arising problem and how they can break it into pieces and solve them recursively, Further how they can sort data and how it can help in searching, when it is ok to proceed greedily and how genomic studies use dynamic programming.

The candidates will be given enough practice in solving the computational problems, implement the solutions efficiently, design new algorithms, and ensure the easy and smooth running of the programs. This course forms a part of specialisation in Data structures and algorithm specialisation, for candidates willing to learn more about the topic and further continue to take the specialization too.

For candidates and professionals willing to learn about the new challenges in programming and better equip themselves for staying relevant in the industry this course on Algorithmic Toolbox will offer a much better understanding of the subject and help them take the next step in their career.

It seems difficult for Java to deal with data in huge quantities. Various data algorithms and frameworks work together when applications exercise vast and real data sets. Data Structures and Performance is a Java course at an intermediate level which is recommended to the candidates who have an experience or familiar with computer science or software development. The programme focuses on establishing code which finishes the work effectively and efficiently by giving accurate results.

In this programme, the candidates would get an opportunity to analyze and utilize data structures that are applied in industry-level applications like hashtables, trees, and lists. The concepts will describe how the data framework makes programmes flexible and efficient. Through this course, the candidates can apply to Professional Certificates programs as well as multiple specializations. This course would be counted towards training in Object-Oriented Java Programming: Data Structures and Beyond Specialization and Object Oriented Programming in Java Specialization.

The Object-Oriented Programming with C++ course by the National Institute of Electronics and Information Technology, Gorakhpur has been meticulously designed to cater to the requirement of proficiency in C++ language & its various methods of intricate implementations. 

The course, through a very basic & self-explanatory manner, helps candidates familiarize themselves with the concept of Object-oriented programming & its intricate implementation. The confusing concepts like Encapsulation, Abstraction, Polymorphism & inheritance are also explained & discussed in quite a detail to the candidates.

Through this course, even the candidates who already have prior knowledge of C++ compiler like Dev C++, can broaden their horizon & strengthen their basics & theoretical understanding of it. The instructor-led live classes ensure maximum interaction throughout the course so that the delivery is useful in every manner. Error handling skills are ensured to be instilled in the candidates. The certification by the National Institute of Electronics and Information Technology, Gorakhpur, further opens a gate of opportunities for the candidates to pace up in the professional world.

The Introduction to Parallel Programming in OpenMP program's primary focus will be the shared memory programming paradigm. This course is available at the UG/PG level. The training has been designed for both computer science and non-computer science students interested in parallel programming. 

Learn to use parallel programming for the various Parallel/HPC applications in the Introduction to Parallel Programming in OpenMP online course. Throughout this online course, you will learn about core principles and programming concepts essential for developing scalable parallel applications. 

Besides, IIT Delhi has designed the Introduction to Parallel Programming in OpenMP syllabus while focussing on OpenMP and C programming applications. As such, this course is rife with programming assignments for practice. 

You will work on assignments like writing programs in C and OpenMP for multicore architectures for practical learning. The Introduction to Parallel Programming in OpenMP course also offers printable reading material, books & references, live sessions, and video lectures for an engaging learning experience.

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

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

With the growth of the Internet of Things and the rapid drop in the price of IoT components, people are getting the opportunity to innovate new designs and products at home. The Internet of Things programme is a specialisation course that aims to teach the students about the importance of the Internet of Things in society and its current components. 

Other than IoT basics, the candidates will learn about the necessary electronic circuits and their components. They will learn how to work with Keypad, LCD and serial communication. They will be introduced to web-servers and will learn about the installation and configuration of web servers. In the Internet of Things, course by NIELIT application-based learning is promoted by introducing projects and case studies in the curriculum. 

The Internet of Things online course duration is four weeks. Classes and live discussion sessions will be held in online mode only. Upon successfully completing the course, the candidate will receive a certificate of participation once they meet the required eligibility criteria. 

Poor implementation can disrupt the user experience, which is why it is essential to execute highly functional web pages. The HTML, CSS, and Javascript for Web Developers certification courses are specially designed to help developers create efficient, interactive web pages and enhance the end-user experience. 

An introductory course, the HTML, CSS, and Javascript for Web Developers certification course,  created by John Hopkins University and offered on the Coursera platform,  teaches how to use the essential tools to design webpages. Learn to code interactive, user-friendly web pages to automatically rearrange and resize the webpage to fit the size of the user’s screen. 

Moreover, the training course will equip the candidates with the most popular and influential language for web development: Javascript. Build functional web applications using Ajax to disclose the server-side functionality and data to the end-user.

In the HTML, CSS, and Javascript for Web Developers certification course, candidates will receive online videos and interactive lectures. Besides, Yaakov Chaikin – a professor at John Hopkins University with years of experience, will instruct the training course. 

National Institute of Electronics and Information Technology (NIELIT) is providing candidates with the Web Application using Apache, PHP & MySQL certification course which is a government certified online course, in association with the Digital India campaign. During the course of four weeks, candidates will be taught the different client-side programming, its various characteristics, functioning, and aspects.

The Web Application using Apache, PHP & MySQL certification course by NIELIT Gorakhpur. This course explains the working, installation, and properties of HTML, Javascript & CSS. The integration of MySQL and its database with the help of PHP software will also be covered in this course.  Web Application using Apache, PHP & MySQL online course explains configuration and installation of Apache Server in the candidate’s computer/laptop and makes them understand how the web designing and programming is made dynamic with help of PHP scripting. 

This bilingual course explains in Hindi and English how PHP loops, hyperlinks, and conditioning are done. It describes ways in which a table can be formed, edited, deleted or text & images can be added to this programming software. This course also covers the working and introduction of AJAX.

Designing responsive websites with a smooth user interface required good skills with different web technologies. The Web application development using Apache, MySQL, and PHP certification course is ideal for aspirants who want to develop impeccable web application development skills for a lucrative career. The course is offered by National Institute of Electronics and Information Technology (NIELIT) in Haridwar, an education institution certified by the Government of India. This fundamental course is completely online based with e-Content for the course duration and an E-certificate upon completion. With a detailed curriculum aimed at providing both theoretical and practical skills on the topics within the aspirants, the course is both informational and beneficial.

Web application development using Apache, MySQL, and PHP certification by NIELIT, Haridwar mainly focuses on web development using different technologies like Apache, MySQL and PHP along with covering key concepts like Database concepts. Writing and executing SQL statements, HTML, CSS, PHP control structures and so on. With a comprehensive curriculum and online mode of learning, the students can acquire relevant skills with this course.

The candidate enrolled in Web App Development with the Power of Node.js certification course will perceive the process of how information is being traded over an application programming interface (API) and about the various devices and libraries that will permit the candidate to build such an application. The course will at that point cover the essential advances needed to set up a Node.js worker that can cycle webs for access and associate with a different arrangement of data sets.

Simultaneously after the completion of Web App Development with the Power of Node.js certification by edX the candidate will likewise be acquainted with the model view controller (MVC) design for a product engineering that coordinates the JavaScript application into modules. 

This Web App Development with the Power of Node.js online course will cover all about the utilization of the Node.js library which is a stage that empowers running JavaScript code outside and permits the improvement of a start to finish application in JavaScript. The candidate will be able to investigate the language essential ideas and basics of web development  which will plunge into cutting edge themes like capacities and items.

Front-End Web Development with React is a certification course, available on the platform Coursera, administered by the Hong Kong University of Science and Technology (HKUST) that provides numerous online courses on science and technology to students in Asia and around the globe. Front-End Web Development with React Certification Syllabus will walk the learners through many Javascript-based front-end application developments. 

By joining the Front-End Web Development with React Certification, administered by Coursera, the candidates will be able to make a thorough understanding of  React library and React components, Flux architecture, Redux, and whatnot. Front-End Web Development with React Certification by Coursera will enable the students to explore React animation support and to develop the skills of coming up with React-Redux-powered applications. 

Functional Programming Principles in Scala (Scala 2 version) is a 4 weeks long online certification programme offered by École Polytechnique Fédérale de Lausanne (EPFL).  The intermediate-level course will provide you with a sheer glance into functional programming.  Functional Programming Principles in Scala (Scala 2 version) Certification Course will guide the learners on various aspects of functional programming, the elements of the functional programming style, Scala, and the like. 

The learners of the Functional Programming Principles in Scala (Scala 2 version) Training should have a minimum of one year of programming experience. Likewise, the knowledge and experience in the programming languages of  Java, C#, Ruby,  C/C++, Python, or Javascript are also highly recommended for the ideal candidates for the programme.  Functional Programming Principles in Scala (Scala 2 version) Certification by Coursera, offered by Coursera, is open to the global learning community as they can learn it in the languages Arabic, French, Portuguese (European), Serbian, Vietnamese, Korean, German, Chinese (Simplified), Italian, Russian, Turkish, English and  Spanish using the subtitles. Through the scala programming course, the learners will also be equipped with practical exposure through hands-on functional programming examples. 

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 Data Wrangling and Ingestion using Python Online Course is offered by the FutureLearn portal in collaboration with Github and endorsed by Coventry University, U.K. This training course is the third installment of the Data Analytics Using Python programme available at the portal. During this course, learners will gather knowledge about Python functions and how to use python in the data analysis process. Along with this, candidates will explore the use of SQL in data analysis and gain insight into the fundamentals of databases using SQL. 

The Data Analytics Using Python: Data Wrangling and Ingestion syllabus is divided into four weeks in which candidates will get deep knowledge about Python and its use in managing the different databases of the organisation. This course will be instructed by Ed Marks with English as a medium of instruction. 

To apply for the Data Wrangling and Ingestion using Python Training Course, candidates must visit the provider’s official website and register.  For other details regarding the course such as admission process, fee structure, etc. Candidates are advised to go through the entire article given below.

The Python Packages: NumPy and Pandas Dataframe Training Course is the second edition of the Data Analytics Using Python training programme that is offered by the FutureLearn portal in association with Github and endorsed by Coventry University, U.K.  In this course, learners will learn how to apply the fundamentals of Python programming in a project. Also, candidates will gain knowledge about data ingestion and how it is done by using python. Through this course, candidates will develop knowledge for data analysis and use python programming language more effectively.

The Python Packages: NumPy and Pandas Dataframe Certification Syllabus is divided into four weeks where candidates will develop their analytics skills using python and explore data ingestion with CRISP-DM methodology. The course will be instructed in English by Ed Marks. The Python Packages: NumPy and Pandas Dataframe Online Course will be conducted in online mode through various interactive sessions, doubt sessions, etc. Candidates who are interested in taking admission to this course must visit the FutureLearn official website and register. To get all details related to the Python Packages: NumPy and Pandas Dataframe Course, candidates must go through the article given below.

The Data Analytics and Python Fundamentals Certification Course is offered by the FutureLearn portal in collaboration with Github and endorsed by Coventry University, U.K. Through this course, learners will learn the fundamentals of statistics and its application in data analytics. Also, candidates will learn to use Python in data wrangling, ingestion, and use of advanced data analysis tools and techniques such as data mining and machine learning.

The Data Analytics and Python Fundamentals Online course is a part of the Data Analytics Using Python programme. The course will be taught by Ed Marks with English as a medium of instruction. The course syllabus is divided into four weeks which will focus on the key aspects of data analysis and the use of python. Candidates who are willing to take admission to the Data Analytics and Python Fundamentals Training Course must visit the FutureLearn portal and register. All details related to this course are given below in the article. Candidates are advised to go through the article carefully.

The Python Functions, Files, and Dictionaries certification course by Coursera introduces user-defined functions and the dictionary data structure. In the curriculum, you will learn about global and local variables, optional and keyword parameter-passing, lambda expressions, named functions, and Python’s sorting function as well. You will also learn how to pass in another function as an input, to control the sorting order. 

The course also includes a final project, where you will have to read social media data from a file, write out .csv files, and compute sentiment scores. The course covers chapters 10 to 16 of the ‘Fundamentals of Python Programming’ textbook, which is available for free as the programme’s accompanying text.

Suppose you have already taken up the Python Basics course, and want to expand your knowledge of Python. In that case, the Python Functions, Files, and Dictionaries training is ideal for you. Both these courses are geared towards new students of Python programming. Those who have had some exposure to Python, need a refresher, or wish to dive deeper into it, will also get benefitted from this course.

This certification programme on Java for Android will teach candidates the basic fundamentals of Java and its application and uses in Android app development. The course covers the key Java features that are responsible for controlling the execution flow through an android application. It provides an insight into the Java conditional statements and looping constructs used in the flow of execution. It helps in learning to enable access to all the structured data like the built-in arrays in the collection framework of Java such as the HashMap and ArrayList.

Candidates can apply the learnt java features of this Java for Android course in the core android component features like the basic User Interface elements and activities with help of the common tools learned in this programme. Java programs in the course help you to gain hands-on experience by making use of Android Studio to develop android apps as practice assignments.

The course requires candidates to work on a project at the end of the programme that is required for passing the course. It gives our regular writing assignments and programming assignments to learn to use all the concepts taught in the lectures. The Java for Android course is an intermediate level programme taught by experts from the industry.

(ISC)², a non-profit association focused on creating a secure cyber world, offers the Cryptography certification course in conjunction with Coursera. Once you complete the certification course, you will have knowledge about the concepts associated with cryptography. Also, you will learn how to apply and implement the concepts to secure critical information.

The Cryptography online course will equip you with the essential skills needed to describe the basic requirements of cryptography, key management concepts, and critical public infrastructure. Additionally, the certification course will cover the implementation of protected protocols and how to apply the basic concepts of cryptography, among others.

Besides, the Cryptography programme by Coursera is a fourth of the 6-part (ISC)2 Systems Security Certified Practitioner (SSCP) certification course. Candidates have to dedicate approximately 14 hours to complete the course successfully. Nonetheless, since the certification course is self-paced, candidates can complete the curriculum at their convenience.

Most importantly, candidates who complete the Cryptography online course successfully can earn a certificate of completion from Coursera.

The Certification Course in Understanding Quantum Computers by Future Learn is an introductory course for candidates looking for career prospects in the field of quantum computing and applications related to it. The 4-week course in detail discusses the important algorithms and theories related to the subject of quantum computers. For a better understanding of concepts, students will be provided with a graphic description of the subject. 

The course while dealing with key concepts on- computational complexity and quantum chemistry will have minimum usage of mathematical concepts. The course will provide an opportunity for the candidates to learn at their own pace. Students who take up the course will be subjected to new concepts that will require mental stretching. The course is provided by Future Learn and is co-partnered by Keio University, Japan. To course will allow all the learners to work vividly in the field of Quantum computing. 

The course substantiates basic fundamentals of Quantum Computation like the no-cloning theorem, measurement, qubit, and others. Along with the basics, the course also throws light on the hardware aspect of Quantum computing. The Certification programme allows the learner to know the changing dynamics of computer science as a subject.

The Distributed Computing with Spark SQL certification course is a 14 hours course. This course is available on the educational course platform Coursera, and the syllabus is curated by the University of California. Also, this course is part of the main programme, Learn SQL Basics for Data Science Specialization. 

This Distributed Computing with Spark SQL training course is made for candidates with some ideas, and information about SQL. This Coursera programme will be great for students who want to step ahead in their data journey. All 4 modules developed for this course are intertwined among themselves. In the end, when all 4 modules are learnt, the candidates will have learned many ways related to Spark SQL, and ways to construct reliable data points.

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. 

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

This course offers four weeks of rigorous training and covers a wide range of topics such as a basic understanding of multimodal communication between humans and multimodal interaction between humans and machines. The students explore and practise basic principles provided by industry experts through the Multimodal Interaction certification by NPTEL.   

The students gain in-depth knowledge of the processes of perceptions and how it is integrated to create multimodal perception. The Multimodal Interaction certification course covers various aspects of multimodal communication. This course is designed for students interested in the fields of Computer Science, Human Factors, and human-computer interaction.

Also Read: Communication Management Certification Courses

Many firms use Artificial Intelligence to optimize procedures and boost productivity. Digital Skills: Artificial Intelligence course explains AI in action, its benefits and drawbacks, and studies the ethics of responsible AI, and Digital Skills: Artificial Intelligence certification is completely developed by Accenture's professionals which FutureLearn offers. Digital Skills: Artificial Intelligence syllabus includes three weeks of duration, two hours of weekly study, extensive learning resources, and unrestricted access to the course for people who wish to build and analyze how AI breakthroughs may affect their work and increase their understanding of artificial intelligence.

Cloud Computing Concept is one of the major courses in the Cloud Computing Specialization. It is a one stop destination for someone who needs to learn about the whole Cloud Computing System. Offered by Illinois, this programme is ideally for those candidates who possess knowledge and experience of C++ language programming. This Cloud Computing Concepts, Part 1 training course is highly organised into weekly lectures to ease the syllabus and help learners to learn easily through practical assignments and different reading classes. Learners also learn various skills such as Distributed algorithms, C++ Advanced, Cloud Computing and Distributed Computing. 

With proper description of the topics, the Cloud Computing Concepts, Part 1 certification course also provides basic knowledge of Cloud Computing Concepts. It’s very convenient for learners to start their career in Cloud Computing from scratch. This course also gives an overview and home assignments in every week’s classes for learners to understand better. The programme gives an e-certificate to the candidates on the completion of the programme which can be further shared via different platforms namely, LinkedIn and others. 

The Software Architecture for the Internet of the Things certification course is a three-week-long course wherein the participant will discover the importance of software architecture that is well-designed and error-free. They will troubleshoot the challenges that might come while developing the software. The participants will enlist their requirements for software development. They will be conducting a case study and learn the writing of quality attributes and their scenario. The participants will also get an insight into the usage of tactics and patterns in the framework of Android systems.

The Software Architecture for the Internet of the Things training course will teach the participants to design a complete system that is futureproofed and which is meeting all the requirements of the IoT systems like interoperable, secure, scalable, and modifiable. Also, the participants will be learning top-notch software architecture methods and applying them in designing complex IoT applications. At last, they will understand the impact of technical decisions on the business related to IoT systems.

Offered by Google, the Operating Systems and You: Becoming a Power User course certification programme is ideally best for candidates or aspirants who want to excel and prosper their career in Linux and Windows Operating System. The programme has been developed by experts in the industry and hence all the latest inclusions with respect to technology have been taken care of. Candidates can easily access this programme as it is a 100% online programme. It is imparted via videos, demonstrations and several other modes which make this programme worth pursuing.