List of Online Courses and Certifications

The Data Science Bootcamp by Caltech is designed for working professionals providing thorough training in Data Science. This online certification course comprises a blend of theory, case studies and extensive hands-on practise that enables students to master the Data Science concepts and tools. With this Data Science online course, students will be exposed to data structure and data manipulation and the use of linear and non-linear regression models and classification techniques for data analysis. The Data Science Bootcamp syllabus consists of core courses and electives in Business Analytics with Excel, SQL Training, Power BI, and Deep Learning.

The Data Science Bootcamp by Caltech features the superiority of Caltech's academic eminence. This Data Science training programme provides critical Data Science concepts such as R programming, Python programming, Deep Learning, Machine Learning, and Data Visualization tools. Students can attend the Data Science Bootcamp classes through an interactive learning model with live sessions and masterclasses conducted by Caltech faculty and IBM experts.

The Tableau Desktop Specialist Certification Training is a go-to certification course for candidates who want to start a career as a Tableau professional. The primary coursework of the certification covers the basics of Tableau software, from advanced concepts to techniques. In addition, the Tableau Certification course training course also prepares the candidates for the Tableau Desktop 10 Qualified Associate exam. 

Candidates can boost their career in analytics by learning Tableau and its best utilisation practices to use in their work. The Tableau Desktop Specialist Certification Training by Simplilearn training teaches you to organise data, design interactive dashboards, and build visualisations to enrich business decisions. Candidates will be familiarised with the concepts of statistics, data mapping, and establishing data connections. They will also be guided extensively for the Tableau Desktop 10 Qualified Associate exam with the all-around intensive training course.

Cloud computing, Blockchain and IoT are some of the cutting-edge technologies which are leading today’s digital revolution. These form a part of the very top skills which are in high demand in the current competitive job market. The IIT Madras: Advanced Certification in Software Engineering for Cloud, Blockchain & IoT course offered by IIT Madras, and Great Learning aim to train its candidates in these advanced and highly demanded skills mentioned earlier. 

The Advanced Certification in Software Engineering for Cloud, Blockchain and IoT programme is an online course with a rigorous curriculum and the very best industry support. Not only will the candidates have an opportunity to learn from a top university like IIT Madras, but also have a broad exposure to advanced skills to become multi-faceted software engineers. 

Designed by the faculty of IIT Madras along with Industry experts, the Advanced Certification in Software Engineering for Cloud, Blockchain and IoT course will help the students develop a deeper understanding of the modern technologies, their interdependence and applications. The programme duration is of 10 months and after completion, the candidates will receive a certificate from IIT Madras and Great Learning and with it, tangible career benefits.

The Deep Learning course (with Keras and Tensorflow) certification training course, will educate participants on deep learning concepts and models using Keras and TensorFlow frameworks, to carry out deep learning algorithms. The Deep Learning course (with Keras and Tensorflow) certification training online provides blended learning, industry projects, and dedicated project mentoring sessions from industry experts that will help you prepare for a career as a Deep Learning engineer.

The Deep Learning course (with Keras and Tensorflow) certification training offers you a competitive edge in solving applications without human intervention. The training provides you with ways of expanding the limits of what a computer system can accurately inspect. The Deep Learning course (with Keras and Tensorflow) certification training online will help you differentiate between Deep Learning, Machine Learning, and Artificial Intelligence.

Deep Learning course (with Keras and Tensorflow) certification training by Simplilearn benefits IT developers and testers, data analysts, junior data scientists, analytics professionals, software engineers, statisticians, students, and professionals indulging in data across every field. The Deep Learning course (with Keras and Tensorflow) certification training online will help the candidates in creating deep learning models to interpret the results in building a deep learning project. 

The course Fundamentals of Reinforcement Learning certification course is offered by Coursera by collaboration with the University of Alberta to make the aspirants skilful with machine learning and applications of Artificial Intelligence. The course is free to enrol and can access all the course materials free of cost. Therefore aspirants can use the opportunity for growing their career with a course completion certificate and increase the chances of hiring.

With the digital connection over the world, Business Intelligence over decision making is made essential in organizations. Decision making increases the prosperity of the business. Therefore the use of decision making with Artificial Intelligence and machine learning became most popular when the programme comes into existence. Organizations are looking forward to candidates who are skilled in this type of Artificial Intelligence, Robotics, Machine learning and, the Internet of things (IoT) as well

Coursera is the digital platform to learn the concepts that are offered for free. Candidates can learn throughout their lifetime and can avail of certificates after completion of the Fundamentals of Reinforcement Learning Training course. 

Mathematical Foundations of Machine Learning Course will expose the learners to the mathematics and mathematical theorems used in machine learning. The curriculum of the online course developed jointly by Dr. Jon Krohn, Ligency I Team, and Ligency Team will equip the students with a solid understanding of mathematics needed for machine learning and data science such as linear algebra and calculus, critical mathematical subjects, and many more. Mathematical Foundations of Machine Learning Online Course recommends the learner to have acquaintance with secondary school-level mathematics to take full advantage of the programme. 

Mathematical Foundations of Machine Learning Certification, offered by Udemy, will explore Data structures, Tensor operations, Eigenvectors, Eigenvalues, and the like. The students will be awarded a certificate of completion and lifetime and unlimited access to learning materials with a one-time fee only.

Vedic Maths is a series of methodologies for quickly and efficiently solving mathematics problem sets. These techniques explain excellent Arithmetical computation, numerical methods, arithmetic, and mathematical operations, advanced mathematics, coordinate geometry, calculus, and more. Gaurav Tekriwal, President of The Vedic Maths Forum India, designed the Complete High-Speed Vedic Math Course certification, presented through Udemy.

Complete High-Speed Vedic Math Course online training contains more than 14.5 hours of prepared video-based learning material and 61 downloadable resources on the World's fastest mental arithmetic system, as well as hundreds of examples and assignments. Complete High-Speed Vedic Math Course online classes will assist candidates in realizing their latent potential, developing their mathematical faculties, significantly improving their academic achievement, and developing the ability to calculate much faster than the traditional system.

Learn basic high school Maths the easy way certification course is created by Chanda Academy - an education provider, which is made available through Udemy which is intended for learners who want to brush up on their understanding of the fundamentals of various mathematical topics or students who want to prepare for their mathematics examination by acquiring knowledge and expertise in high school mathematics.

Learn basic high school Maths the easy way online classes by Udemy offer 59 hours of extensive lectures supported by 89 downloadable resources, with the objective of providing learners with a solid understanding of the fundamentals and enabling them to advance much more quickly when it comes to the more difficult subjects. Learn basic high school Maths the easy way online training revolves around topics like algebra, trigonometry, probability, statistics, linear equations, integers, ratios, indices, percentages, decimals, fractions, and circles as well as discusses the strategies to acquire the ability to tackle the much feared worded problems and other complex problems easily.

Mental math is a set of abilities that permits individuals to perform calculations in their heads without the use of a pencil and paper or a calculator. Mental math is beneficial in both the classroom and daily life. Mental math can assist individuals to comprehend mathematical concepts better and find answers faster. Rajinder Goswami - Teaching & Researching Mathematics professional created the Faster than Calculator, Speed Math Techniques & Mental Math certification course, which is available on Udemy.

Faster than Calculator, Speed Math Techniques & Mental Math online course provides more than 4.5 hours of digital learning resources which are designed for the learners who to master mathematics shortcuts and mental math to improve their quantitative skills in preparation for exams such as Bank PO, Bank Clerk, IAS, IPS, PCS, RRB, and many others. With Faster than Calculator, Speed Math Techniques & Mental Math online classes, learners will acquire the knowledge of the fundamentals concepts associated with mathematics to be able to perform fast calculations as well as will be taught about various mathematical concepts like squares, cubes, fractions, decimals, percentages, averages, HCF, LCM, and more.

Learning Microsoft Azure for Beginners certification course was developed by Brett Hargreaves, a professional software developer, and teacher, and is made available by Udemy for students who want to develop their technical skills to become Azure architects, which include the ability to install and customise infrastructure, implement workloads and protection, build for the cloud and Azure storage, and incorporate verification and secure data.

Learning Microsoft Azure for Beginners Technologies online course includes 11 hours of prerecorded lectures intended to provide students with the knowledge they need to become Azure solutions experts. With Learning Microsoft Azure Architect Technologies online training, students will be taught about topics like security implementation, networking, IP addressing, routing, and various azure technologies like Azure SQL, Azure Cosmos, Azure CLI, Azure Migration, Azure Active Directory, Azure Powershell and more.

SAP HANA is a cross-database that maintains stored information rather than on a hard drive. This enables much faster data transmission than traditional disk-based information systems, enabling advanced, actual analytics. Subba Rao Parvathaneni - Sr. SAP Security Architect developed the SAP HANA DB Security Made Easy certification course, which is available on Udemy and is designed for learners who want to become certified system administrators and SAP technical consultants.

SAP HANA DB Security Made Easy online course provides a thorough learning experience that will enable students to master the principles and practices of SAP HANA database security. SAP HANA DB Security Made Easy online classes include 29 hours of digital resources divided into various short films to make it easier for learners to comprehend. topics like account administration, database roles, auditing, data masking, privileges, and objects.

As a learner of the SAS Training and certification online course, you will become adept at writing SAS code and analyzing real problems. Edureka has built the course curriculum to specifically teach concepts and develop skills of SAS Programming language, leading statistical techniques and several tools that are important for a successful Analytical professional.

The techniques taught in the SAS Training and certification course can be used to become an advanced SAS programmer. The training includes several practical learning exercises with a series of interactive activities to impart a lasting learning experience on the student.

Moreover, the candidates will learn a wide range of topics such as ‘Set and merge statements’, SAS arrays, useful SAS functions, Advanced SAS procedures, data optimization, PROC, clustering, data sorting and much more. In addition to learning theory, candidates will also get hands-on experience on various SAS topics.

The SAS Training and certification live online course prepares the students for the following certifications: SAS Certified Base Programmer for SAS 9 and SAS Certified Advanced Programmer for SAS 9.

MindMajix Technologies Inc. has created the Cognos Administration Training online certification, which is an e-learning platform designed to equip learners with distance educational resources that will prepare them for better job opportunities. The Cognos Administration online course is designed for students who want to learn everything to know to become certified Cognos Administrator. 

In the Cognos Administration Training online classes, students will learn the techniques to install and configure Cognos Analytics software, manage server components, implement security, manage content, and so on. During training, students will also be exposed to a range of real-world scenarios. The course begins with an overview of Cognos Administration and progresses to topics such as run activity management, drill–through definitions, identifying, securing, and administering the IBM Cognos BI Administration environment.

Azure is a cloud engineering and computing platform that makes application development, data storage, service hosting, and service management easier. With the support of Microsoft data centers, the Azure ecosystem hosts web applications via the internet. Simply put, Azure is a worldwide cloud platform that is accessible from a variety of locations around the globe. Microsoft Azure Fundamentals online certification is designed by Uplatz Training, one of the fastest-growing Global IT training providers, which is made available by Udemy for individuals who want to become certified cloud engineers

Microsoft Azure Fundamentals online course begins with the principles of cloud computing and progresses to Microsoft Azure, Azure services, Azure compute, Azure domains, and so on. Individuals who take Microsoft Azure Fundamentals online classes will learn about virtual machines, web apps, SQL databases, Azure active directory capabilities, and methods of connecting it with on-premises active directory. Individuals will get a comprehensive understanding of Azure security, identity, governance, monitoring, reporting, and standards, as well as IoT and machine learning ideas using Azure, at the end of this course.

The Certificate in Data Analysis with R programme offers in-depth knowledge about using R, an open-source programming language, in the field of data science. 

With constant technological and business advancements, data analysis has become a popular domain with fantastic career opportunities. It revolves around applying analytical and statistical techniques and analysing data sets. This helps the decision-making process and prediction of business tactics to a great extent.

The R language provides the various techniques used in statistical computing, graphical representation, and data analysis. The online course, Certificate in Data Analysis with R, deals with practices that involve classical statistical tests, clustering, linear and nonlinear modelling, classification, time-series analysis, etc. You can also boost your career with outstanding employment opportunities by receiving the government-authenticated course certificate. 

If you are hoping to get employed by IT companies, improving your skills with the Certificate in Data Analysis with R online training will not only polish your resume but also increase your chances of being recognized in the industry.

The world is rapidly moving in the direction of Social, Mobile, Analytics and Cloud, and the industry is already on a fierce growth track to build on these fundamentals. Therefore, Vskills has designed this Certified SMAC Professional course to keep every professional and newbie updated about what these fields are and how you can utilise them to further progress in your career.

Vskills’ Certified SMAC Professional training in Social, Mobile, Analytics, and Cloud (SMAC) is an all-round, ideal option for every aspiring professional who wants to leverage the power of social media, analytics, mobile, and cloud computing. As a SMAC professional, you will be able to improve relationships with enterprises which are geographically apart.

To help you with the certification exam preparation, Vskills provides you with a comprehensive set of study material, both in the form of a soft copy and a hard copy, which covers all the topics relevant to the certification test. After passing the test, you will get a course completion certificate approved by the government and a ‘Vskills Certified’ tag which you can emblazon on platforms like Monsterindia and Shine.

The ‘Data Analytics and Reporting’ online course is designed for the students to develop a comprehensive understanding of the principles of data analytics, data preprocessing and the techniques and tools associated with data analysis. This certification program is provided by TCS iON digital learning hub for students who fulfill the eligibility criteria.

This industry honors certification by TCS iON will impart expertise in data analytics for machine learning and for statistical algorithms. The students are engaged with virtual learning methodologies aided by digital resources, lectures, practical sessions, and the online classroom. The course mentors are the academic professionals and industry experts such as the associate professor from IIT Patna, consultants, and managers from TCS. 

The ‘Data Analytics and Reporting’ online certification course equips students with professional skills for internships and career development with five-course credits after completion of the course. Digital certificates are given to participants of the program.

TIBCO IProcess Training course is a training programme offered by e-learning platform Mindmajix in the online mode that aims at enabling the students to be familiar with the TIBCO IProcess. The training course will make learners expert in the concepts related to the TIBCO IProcess including by application, EAI Call-Out definition configuration, the configuration of ipe client, etc.

TIBCO IProcess Training online course also guides the participants to invoke the BW process using TIBCO IProcess through the BW EAI step. The learners will also delve into the Pre-Installation Tasks, Installation of iProcess Engine, Shutting Down and Starting Up a BG Process Sentinel, Configuring the Process Objects Server, and many more making use of the practical projects and case studies, The candidates can join the TIBCO IProcess Training certification through three modes i.e 30 hrs of E-Learning Videos, 30 hrs of Remote Classes in Zoom or Google meet and corporate training. Mindmajix will also give the participants the premium feature of access to the resume builder, career guidance, mock interview, etc after the completion of the training.

Data Analytics with Pyspark online certification was created by Wajahatullah Khan - Data Architect at Afiniti and is available on Udemy for applicants who want to learn the functionalities and concepts involved with PySpark for data analytics to build more scalable analyses and data pipelines to transform themselves into professional data engineers and data analysts and advance in their professional careers.

Data Analytics with Pyspark online classes by Udemy begins with an introduction to PySpark's ability to analyze large datasets and techniques for interacting with Spark from Python and connecting to Spark on Windows as individual computers. The Data Analytics with Pyspark online course includes 2 hours of learning materials, articles, downloadable resources, and quizzes on topics such as PySpark DataFrames, PySpark SQL, data extraction, data visualization, resilient distributed datasets, and will acquire the skills to perform better data analytics and use PySpark to easily analyze large datasets at scale in their organizations.

MySQL can be an appropriate method for so many technology initiatives. MySQL has many characteristics that make it the perfect database environment for implementing analytics projects. SQL - MySQL for Data Analytics and Business Intelligence certification course is created by 365 Careers - an educational platform that aims to create opportunities for data science and finance students - and is presented by Udemy for students who want to learn SQL to become certified SQL developers, database administrators, and business analysts.

SQL - MySQL for Data Analytics and Business Intelligence online course incorporates more than 10.5 hours of comprehensive lectures, 172 articles, and 96 downloadable study materials that teach how important database management is in the era of big data and data analytics. SQL - MySQL for Data Analytics and Business Intelligence online training discusses topics like big data, data analytics, database design, business intelligence, business intuition, database management, database management system, and much more.

The Machine Learning, Data Science, and Deep Learning with Python online course is a 15.5 hours on-demand course provided by Udemy. The course teaches about Keras and Tensorflow that are used to create artificial neural networks. The course also teaches about deep learning that may be used to classify data, pictures, and feelings.

Machine Learning, Data Science, and Deep Learning with Python training teachers to use linear regression, multivariate regression, and polynomial regression to make predictions. The course teaches about Seaborn and MatPlotLib that are used to visualize data. Candidates will learn to deploy machine learning at a huge scale with Apache Spark's MLLib.

The Machine Learning, Data Science, and Deep Learning with Python syllabus covers the use of Support Vector Machines (SVM), K-Means clustering, KNN, Naive Bayes, PCA, and Decision Trees to classify data. The course teaches to develop a movie recommendation system that combines user-based and item-based collaborative filtering.

Deep Learning: Recurrent Neural Networks in Python online certification is a compelling course presented by an inspiring instructor. The cases are well-chosen, demonstrating foundations through fun, creative projects rather than lecturing on abstract concepts. The course is created by Lazy Programmer Inc. - Artificial intelligence and machine learning engineer and presented by Udemy, an ed-tech organization based in the United States that supports students with the greatest and most up-to-date skills through online courses in more than 180 countries.

As the Deep Learning: Recurrent Neural Networks in Python online training involves complex concepts, candidates should have prior knowledge of the following topics to get the most out of the course: matrix addition, multiplication, basic probability, python coding, Numpy coding, matrix, and vector operations, loading a CSV file. The course also provides 12 hours of prerecorded English lectures and an article for understanding the topics at their own pace.

Python offers a more open-ended approach to data science, whereas R programming is mostly utilized for statistical research. Data analysis and statistics are the main goals of R programming, whereas production and deployment are the main goals of Python. Data Science with R and Python | R Programming certification course is developed by Oak Academy, a learning management system that also offers courses in IOS, Android, Ethical Hacking, IT, Web & Mobile Development, and is made available by Udemy.

Data Science with R and Python | R Programming online course involves 13 hours of prerecorded lectures accompanied by 4 articles and 9 downloadable resources, which is designed for the participants who wish to become certified data scientists by learning the features of Python and R programming. Data Science with R and Python | R Programming online training explains the topics like data visualization, data munging, data analysis, data manipulation, business analytics, data transformation, data frames, Pandas, Numpy, Matplotlib, and more.

Both Python and R are fantastic languages for performing data analysis. Additionally, they are both excellent for those who have never programmed before. Fortunately, there are a variety of resources and materials available to assist people along the path, regardless of whatever language they decide to learn originally. Piyush S, a data scientist, engineer, and project manager, designed the Data Analysis using Python and R for Absolute Beginner[2022] online certification, which is provided by Udemy.

Data Analysis using Python and R for Absolute Beginner[2022] online classes incorporates more than 12.5 hours of detailed lectures supported by articles, 36 downloadable resources, assignments, and case studies on bank marketing, uber supply demand, car datasets, and more. Data Analysis using Python and R for Absolute Beginner[2022] online training provides a deeper comprehension of the fundamentals of Python and R programming for data analysis operations, which also covers topics like data visualization, exploratory data analysis, website scraping, data extraction, and data cleaning.

The Edureka Python Scripting Certification Training is an introductory course which covers the core concepts of Programming and Scripting, Object-Oriented Programming, Data Handling, Collections and various networking concepts.

Once you complete the Python Scripting Certification Training curriculum, you will learn to develop networking applications with GUI. The course will help you to acquire skills such as how to create and execute modules and functions, comprehend scripting concepts, and know the concepts associated with Python as a programming language.

Furthermore, you will be able to understand data operators, types, decision-making statements and loops, and many more concepts via hands-on learning experience. Since the course is self-paced, you can study at your pace and convenience.  

Besides, since Python Scripting enables programmers to build applications quickly, it is the future of Machine Learning and AI. Once you become a certified Python Developer upon completion of the Python Scripting Certification Training programme, you will be able to work in top companies and earn an average salary of $109,280 per year.

Python is one of the most sought after programming languages. This Python with Data Analysis course is being offered by E & ICT Academy, IIT Kanpur, and an online programme. You will gain acquaintance with Python's fundamentals and then gradually learn the advanced Python concepts. It is a 25-day training programme that has a self-directed training approach.

The Python with Data Analysis training programme has an extensive course curriculum delivered to you via high-quality video lectures. You require a basic understanding of mathematical and logical reasoning to enrol in this course. Also, you can access the course content at any time, anywhere.

The Python with Data Analysis online course houses several assignments and a term-end evaluation quiz. The quiz has an MCQ-type format. Once you qualify for this quiz with more than 60 per cent, you will be eligible for the course completion certificate. The certificate contains E & ICT Academy, IIT Kanpur, and MeitY logos. 

The course on Python for Managers (Online) by Columbia Business School will allow the applicants to learn from the experts of the industry. The course over a period of two months will teach the Python Fundamentals, Intro to Pandas in Python, Applying APIs and Web Scraping, Analyzing Data with Python,  APIs, and Web Scraping with Python. The classes for the Python for Managers (Online) course will be held on the digital platform. To make things more beneficial, students will be provided with a flexible payment method. The certificate for the course will be offered by  Columbia Business School. In the course, the students will study the fundamentals that are involved in Python coding. They will further learn to combine multiple data sources for better insights into the real-world working mechanisms. Thus, upon completion of the course, students will get better career opportunities.

The Complete Python/PostgreSQL Course 2.0 certification course is created by Codestars by Rob Percival - Teaching the Next Generation of Coders, Teclado by Jose Salvatierra - Software Development For Everyone, and Jose Salvatierra - Founder of Teclado and Software Engineer and is offered by Udemy Inc., an online learning platform that aides amateurs in learning new skills and knowledge and professional people in enhancing their competencies to enhance their skills.

The Complete Python/PostgreSQL Course 2.0 online course is designed for individuals who want to improve their database skills, learn about PostgreSQL and use it from Python. Learners will be skilled enough to apply their learning in other database systems such as MySQL, Microsoft SQL Server, and Oracle.

The Complete Python/PostgreSQL Course 2.0 online training is focused to help the learners get an understanding of the following topics such as user-defined functions, stored procedures, locking, and async database connections of advanced PostgreSQL.  The interested learners could enrol on the course by paying the fee. Early birds will be given a discount if available.  

The Complete Python Masterclass: Learn Python From Scratch online certification is a hands-on course that will teach learners python beginning from the most fundamental concepts and eventually progressing to more sophisticated topics so that they can create virtually anything with it, whether it's a full database-oriented web application or an automated tool.

The Complete Python Masterclass: Learn Python From Scratchonline course is developed by Ashutosh Pawar - Entrepreneur, Python, Java & Android Geek and offered by Udemy, a US-based ed-tech company spreading across dozens of countries, providing students with the best and latest skills through its online courses.

The Complete Python Masterclass: Learn Python From Scratch certification course focus on making learning Python, Django 3, Data Analysis, Flask, Tkinter, OpenCV, File Compression, Desktop App Development with PostgreSQL, and Web Scraping as straightforward as possible. The course is structured into 17 major sections in which students will learn about the most popular Python libraries such as Django, Flask, Tkinter, Selenium, and others.

The Master Math by Coding in Python certification course was created by Codestars by Rob Percival in coordination with Mike X Cohen - Neuroscientist, Writer, and Professor and is available on Udemy for those interested in learning mathematics using the Python programming language. The Master Math by Coding in Python online course focuses on helping applicants gain expertise in python coding so that they may understand the principles of mathematics.

Master Math by Coding in Python online classes offers 37 hours of detailed learning lessons that are accompanied by 14 articles and 14 downloadable resources that cover all of the fundamental and advanced ways for applicants to study mathematics through python coding, Number theory, arithmetic, algebra, trigonometry, linear algebra, graphing, calculus, probability, and data visualization are among the topics covered in this course, which also discusses the functions of programs like LaTeX, Sympy, and Markdown.