List of Online Courses and Certifications

The Fundamentals of Data Science and Statistics course will help you develop a foundation in the fundamentals of data science and statistics. The program will take you through multiple core concepts through a hands-on approach. The faculty for this training boasts over 20 years of teaching experience and has ample skills in the relevant field. 

Furthermore, the Fundamentals of Data Science and Statistics program takes you through probability concepts, hypothesis testing, and linear regression essentials. Additionally, the curriculum of the training emphasizes advanced linear regression. You will get to know about multiple regression, ANOVA table, serial correlation, and other related concepts.

This Fundamentals of Data Science and Statistics online course by E & ICT Academy (IIT Kanpur) houses assignments and a course-end assessment to help you acquire a course certificate. You will have the opportunity of attending live sessions with the course instructor. Moreover, there will be a total of five lectures only.

The Probability and Statistics for Business and Data Science online course is a 5 hours on-demand program offered by Udemy which consists of 10 articles and 35 downloadable resources. The course teaches about the basics of probability. This hands-on course will cover statistics theory as well as how to apply statistics to real-world issues. Each module includes sample problems, in-class quizzes, and assessment exams. 

The Probability and Statistics for Business and Data Science training begin by discussing the fundamentals of data, including how to evaluate it using measures of dispersion and central tendency, as well as how bivariate data sources may be related to one another. Following that, the course will delve into learning about combinations, probability, and conditional distribution and well as permutations and how to use the Bayes theorem.

The Probability and Statistics for Business and Data Science syllabus cover the most common distributions encountered in statistics, laying the groundwork for knowing how to work with binomial, uniform, normal, and Poisson distributions.

The Artificial Intelligence Engineering Course is developed and offered by the online education provider platform Analytixlab for learners to become experts in the field of artificial intelligence. The program is scheduled for five hundred hours in total for the students and the course modules are taught through forty-six classes. The course study is about the aspects of artificial intelligence and its impact on the engineering world.

The experimental pedagogic techniques used in this training explain the concepts of artificial intelligence and its disruptive technologies that transform the industrial and non-industrial domains like the stock markets and trading. The candidates will gain AI expertise and upskill themselves to fit in better in the information technology industry. 

The Artificial Intelligence Engineering Course training also focuses on the implementation of AI concepts and techniques along with machine learning in the cloud. The hands-on experience with the projects and assignments enables the students to acquire technical knowledge and optimize the insights gained in their careers.

The Data Science programme by Digital Vidya has been created and curated by industry experts having years of experience. The curriculum has been vetted by over 2800 enterprises to be made industry-compliant. Besides, the Data Science training course will help you take that crucial step in becoming a Data Scientist. 

You will receive instructions about variables, data types, and all the various operators—logical, arithmetic, and comparison—to come to terms with the language of Python. Additionally, you will also learn about Data Manipulation techniques using the Pandas library, along with the required skills for Regression Analysis, Decision Trees and Forests, and Statistics.  

You will be required to solve the Capstone Projects in the Digital Vidya Data Science course. As a result, you will increase your industry knowledge in the niches of Natural Language, Deep Learning, Bank Management, and Healthcare Analysis. 

Furthermore, you will be eligible to receive two certifications—one from Digital Vidya, and the other from NASSCOM. The former will be available after you complete all of the assignments and at least one Capstone Project. Upon completing the Data Science Programme successfully, you will get the NASSCOM FutureSkills Certification as well.

Certified Keras Professional by Vskills is about Keras which is a part of data science. Data science is currently a highly demanded skill which all the employers are looking for in a potential employee. Keras is an aspect of data science; it's an open-source library that gives an interface for the artificial neural networks through Python. It is designed for enabling fast experimentation using deep neural networks and focuses on being modular, extensible and user-friendly. You will learn about guiding principles, installation, various models, and pre-processing aspects under Keras. 

After receiving the certificate you will be able to use Keras such as that of a professional. The Certified Keras Professional syllabus has been designed in a way so as to make you stand out from the crowd creating higher chances of you getting employed. This 60 min duration online test gives you an opportunity to attempt the exam without any negative marking, and polish yourselves as professionals. To get a certification from Vskills in this program, the candidates should mandatorily take up the final exam and pass with minimum 50% marks.

The Data Science Bootcamp Online certification course is a full-time diploma course that is offered by the forum of Brain Station. The Data Science Bootcamp Online classes revolve around the topics of Data science and every concept is taught by the industry experts. The programme does not require the candidate to go through the hassle of any entrance but a simple admission procedure. 

The Data Science Bootcamp Online certification can be pursued with the help of study material already available in the programme. The curriculum includes five chapters that cover plenty of other subtopics in the programme. Candidates will get to acquire a certificate upon the completion of the Data Science Bootcamp Online course.

The Data Science Bootcamp certification course offers a personalised applied learning experience for students with AIZA, a personal AI tutor. The comprehensive curriculum delves deep into Python’s basics and advanced concepts. Students also explore SQL, data visualisation, mathematics, machine learning, and more.

The Data Science Bootcamp by Byte Academy also allows students to learn about feed-forward neural networks, recurrent neural networks and convolutional neural networks. Besides, the syllabus devotes an entire section on software theory, covering algorithms, databases, networks, testing, and data management.

Byte Academy’s instructor-led live classes include practical sessions for students to apply the learned concepts by executing programming scripts. The Data Science Bootcamp online course also utilises a recorded flipped-classroom approach to engage students with recorded sessions, exercises, LMS slides, assessments, group code review, doubt-solving sessions, etc.

Moreover, students receive one-on-one instructor support throughout. They also create a team and a solo capstone project in the final phase of the programme.

The Master of Data Science Certification Course is an online course that aims to enhance and develop your skills and knowledge in the basic concepts of programming, statistics, machine learning, and deep learning. The course will discuss the tools and techniques involved in R programming, OpenCV, TensorFlow, deep learning, machine learning with Python using Scikit-learn or R programming language.

The Master of Data Science Training Course offered on the V Skills platform provides students an opportunity to gain professional skills in data science from industry experts and certified instructors. The online certification course will not only help learners in heightening their theoretical knowledge but also provide them a platform to explore the practical applications of the subject.

The Master of Data Science Online Course is delivered through informative video tutorials and academic content. The candidates are assessed through a one hour long online examination carrying 50 marks. Upon the successful completion of the exam, candidates will receive a final course certificate. You can also get the 'Vskills Certified' tag after course completion.

The Data Science A-Z™: Real-Life Data Science online course is provided by the Udemy online education provider platform. This data science course is a detailed study of the concepts and principles of data science. This course consists of course modules that will take approximately twenty-one hours to complete studying the content. 

The course instructor for this online training is Kirill Eremenko who is a Data Scientist, professionally qualified to provide guidance and understanding of the concepts of data science. 

In this program, the students are provided with opportunities to discuss and get familiar with the data analytics, preparation of the data for presentation and analysis, and the visualization and modeling of data.

The Data Science A-Z™: Real-Life Data Science training program enables the learners to get a practical understanding of the theoretical concepts and data science tools. The students are given the course certificate after completing the program. The course materials can be accessed and learned at any time at the convenience of the students.

The Data Science Course Complete Data Science Bootcamp online course is offered for the learners to acquire the basic skills to become data scientists. The course is provided by the online education platform Udemy as a self-paced learning program with informative videos and articles and resources that aid in grasping concepts. The course is a study about the core aspects of data science and its applications in real-life business.

The course is instructed by the educators from 365 Careers. In this course, the students gain a comprehensive understanding of the field of data science with mathematical skills, statistical skills, and the knowledge of Python, Tableau, advanced statistics, data visualization, deep learning, and machine learning.

The Data Science Course Complete Data Science Bootcamp training program provides the students with a course certificate after completing the program and full-time access to the course. The students are engaged with active learning through the concepts and principles discussed in detail throughout the course.

The Statistics for Data Science and Business Analysis online course is a 5 hours on-demand video course offered by Udemy. The course includes 28 articles that cover a wide range of topics related to business analytics and data science. The course helps students to understand the fundamentals of statistics. 

The Statistics for Data Science and Business Analysis training covers different types of data and provides a basic grasp to the candidates for working with various types of data. The training teaches to plot various types of data and calculate the measure of asymmetry, tendency, variability, covariance, and correlation.

The Statistics for Data Science and Business Analysis syllabus includes a brief introduction of different types of distribution, their differences, and work. The course teaches the basic concept of python, R, and data science as well as making students capable of making data-driven decisions. The course provides dummy variables to understand and carry out regression analysis.

Data Science With R Training Course helps the learners to get an overview of various strands of data sciences with R, the widely used data analytics tool, and enables them to make a move ahead in their career. The curriculum will walk the students through the whole range of aspects related to Data Science with R including data visualization, data manipulation, hypothesis testing, charts,  machine learning algorithms, and many more. 

Data Science With R Training online course, offered by Mindmajix Technologies, has some prerequisites that the learners must have to be eligible for the programme, namely, the basic understanding of Data Analytics and R. Data Science With R Training certification will also introduce the students to Business Analytics, Test Statistic, Logistic Regression Analysis, Clustering Models and whatnot along with the practical exposure through projects. The interested students can attend the training programme via either of the three enrolment options made available by Mindamjix. 

MindMajix Technologies INC. offers the Data Science Course in Hyderabad online certification that is aimed at anyone who wants to master the sophisticated ideas of data science to become certified data scientists and advance in their jobs. The Data Science Course in Hyderabad online course covers Python, R programming, data manipulation, data analytics, statistics, machine learning, and natural language processing.

Data Science Course in Hyderabad online classes by MindMajix Technologies cover all data science principles, from beginner to advanced, as well as best practices in scientific computing, deep learning, artificial intelligence, Keras API, big data, and excel. Students who want to take this course must enroll in one of two ways: self-paced learning lectures or live online classes guided by an expert trainer on Google Meet or Zoom.

Data Science Training Course in Bangalore certification course is offered by MindMajix Technologies INC., which is created to provide the participants with knowledge of the core concepts of data science. Data Science Training Course in Bangalore online classes will teach them everything they need to know about data analytics, business analytics, Naive Bayes, data modeling, machine learning techniques, and much more. 

Data Science Training Course in Bangalore online classes by MindMajix Technologies cover detailed video lectures along with lab training which includes topics such as R programming, predictive analytics, R data structures, data exploration, data visualization, R statistical concepts, cluster analysis, and forecasting. This training also provides enough opportunity to gain practical knowledge of the complex data science topics using real-world projects. 

Data Science, Analytics, and AI for Business & the Real World™ online certification was designed by Rajeev D. Ratan - Data Scientist, Computer Vision Expert, and Electrical Engineer and is offered by Udemy which is designed for individuals who want to attain a solid understanding of how data science, data analytics, and artificial intelligence can benefit a business. Data Science, Analytics, and AI for Business and the Real World™ online course focuses on explaining all the fundamental theory and programming abilities required in a competent data scientist.

Data Science, Analytics & AI for Business & the Real World™ online classes is a practical course that includes over 30.5 hours of detailed pre-recorded video lectures, as well as 6 papers and three downloadable resources that cover a wide range of real-world business problems faced by data scientists. This course aims to bridge all of the gaps that discourage beginners while also allowing them to apply their data science and deep learning skills to real-world business situations. This training program also covers big data analytics, machine learning, and neural networks, as well as teaches about PySpark, Google Data Studio, Jupyter notebooks, Heroku, and Flask, among other tools and approaches that help individuals with their data analytics.

Pianalytix, a Technology learning provider, developed the Data Science Mega-Course: #Build 60-Projects In 60-Days online certification, which is presented by Udemy and is aimed at individuals who wish to expand their abilities in the data science field. The Data Science Mega-Course: #Build60-ProjectsIn60-Days online course by Udemy teaches the core concepts of artificial intelligence, machine learning, deep learning, and natural language processing, among other technologies and topics in data science.

Data Science Mega-Course: #Build {60-Projects In 60-Days} online classes are designed to provide students with a practical understanding of data science principles and methodologies, and this course includes 60 projects that cover a variety of topics, both fundamental and advanced. This course also covers several cloud platforms so that students may design data science projects and deploy them on AWS, Google Cloud, Heroku, IBM Watson, Streamlit cloud, and Azure.

Google Colaboratory is a free, in-browser interactive programming environment that supplies deep learning researchers and engineers with an immersive and simple platform to collaborate on their data science projects. Google Colab allows anyone to compose and run arbitrary Python scripts in the browser, making it ideal for machine learning and data analysis. Minerva Singh - Instructor & Data Scientist developed the Complete PySpark & Google Colab Primer For Data Science certification course, which is available on Udemy.

Complete PySpark & Google Colab Primer For Data Science online training incorporates 4.5 hours of comprehensive lecture accompanied by articles and downloadable resources and is intended for individuals who want to use the capabilities of Google Colab for working with PySpark and Python-based AI modeling. The Complete PySpark & Google Colab Primer For Data Science online course discusses the methodologies involved with data processing, statistical analysis, correlation analysis, statistical modeling, and much more.

An early diabetes diagnosis can result in better management of the condition. The early diagnosis of the disease is frequently accomplished using data mining techniques. The relationship between the various attributes is also described in this research paper, which uses significant attributes to predict diabetes. The School of Disruptive Innovation, a company that develops innovative learning solutions for the digital age, created the Data Science: Hands-on Diabetes Prediction with Pyspark MLlib certification course, which is made available by Udemy.

Data Science: Hands-on Diabetes Prediction with Pyspark MLlib online course is an hour-long program that teaches students all the methods and ideas necessary to create, train, experiment, and assess machine learning models capable of identifying diabetes using logistic regression. Data Science: Hands-on Diabetes Prediction with Pyspark MLlib online classes include a variety of carefully crafted and designed tasks centered around data cleaning, diabetes datasets, logistic regression, performance evaluation, and Spark MLlib.

Pyspark is a big data application that employs the Python programming language for real-time streaming and offers a better and more effective way to perform all types of calculations. PySpark for Data Science - Beginners online certification is developed by Exam Turf - an educational organization that provides competitive exam preparation and test series, which is delivered by Udemy for the candidates who want to master the concepts involved with data science using PySpark to become PySpark developers, and data scientists.

PySpark for Data Science - Beginners online training is a short-term training program that involves 2.5 hours of prerecorded lectures to educate candidates about the fundamental ideas and procedures related to PySpark for data science activities. With PySpark for Data Science - Beginners online course, candidates will be taught about big data, Spark, and Python as well as will be taught about the concept of resilient distributed datasets and other fundamental capabilities and terminologies employed in the particular instance of Spark

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.

Data Science Bootcamp online certification is developed by Board Infinity, a digital learning platform for job seekers and learners to help them realize their true potential to meet their career dreams. The Data Science Bootcamp online course by Board Infinity is designed for those who wish to learn the fundamentals of data science to advance their careers as professional data scientists.

Data Science Bootcamp online classes include more than 30 hours of extensive video-based lectures, as well as exercises and projects, which are included in the classes to assist applicants to get a better grasp of topics such as business analytics, and data wrangling, and data visualization. Applicants will have learned how to use tools such as Python, Pandas, Numpooy, Seaborn, SQL, Tableau, Excel, Jupyter, Matplotlib, and others for diverse data science activities by the end of this course.

20+ End-To-End Machine Learning Projects & Deployment online course aims to teach beginners and intermediate data science enthusiasts the most efficient ways to deploy machine learning models while practicing on projects to gain a better understanding of the course. The course is designed for the participants who want to master machine learning with python programming and utilize it for data analysis operations and become professional data scientists. This course will show them how to deploy their machine learning models in the cloud the way the industry does it.

20+ End-To-End Machine Learning Projects & Deploymentonline certification is created by Mr. Britt - Data Scientist, Product Manager & Instructor and is made available through Eduonix, an educational organization that provides learning materials for skill development to individuals who want to advance in their careers. Participants who wish to enroll in the 20+ End-To-End Machine Learning Projects & Deployment online training are advised to have a basic knowledge of Python Programming and machine learning to make their learning more efficient and effective. 

Machine Learning & Deep Learning in 31.5hrs online certifications is developed by Mario Favaits - Certified AI Professional & Trainer and is offered by Udemy which is designed for those who want to learn the fundamentals of machine learning and deep learning to become certified data scientists. The Machine Learning & Deep Learning in 30hrs online course by Udemy takes a practical approach, using a logical sequence to help participants understand data science and machine learning principles effectively.

As no prior knowledge of coding is required, the Machine Learning & Deep Learning in 30hrs online classes begin with the fundamentals of linear algebra, calculus, and statistics. This course aims to give students a thorough understanding of topics such as artificial intelligence, machine learning, unsupervised learning, neural networks, computer vision, data augmentation, backpropagation, and random forest, as well as various data science tools such as Python, Pandas, Keras, and Colab.

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.

The Machine Learning A-Z™: Hands-On Python & R In Data Science online course is a study about the algorithms of machine learning using Python and R programming languages in data science. The online course is provided by Udemy for students who wish to learn about data science and machine learning concepts. The course consists of forty-four hours worth of videos, lectures, articles, and other significant resources for the students to learn at their own pace.

The online training helps engages the students in practical understanding of concepts and principles to apply in real-time situations.

The online program is developed by instructors such as Kirill Eremenko(Data Scientist), Hadelin de Ponteves(AI Entrepreneur), SuperDataScience Support, and Ligency Team. The students get access to the course materials all the time. The Machine Learning A-Z™: Hands-On Python & R In Data Science training program will provide the students with the course certificate after completing the program. 

Bayesian Machine Learning in Python: A/B Testing online certification is created by Lazy Programmer Inc. - Artificial intelligence and machine learning engineer and offered by Udemy Inc., an online learning platform based in the United States that helps individuals learn new skills and professionals refine their existing ones. 

With Bayesian Machine Learning in Python: A/B Testing online training, methods that candidates will learn will not be limited to A/B testing; rather, they will use A/B testing as an introduction to how Bayesian techniques can be used. Candidates will master the essential tools of the Bayesian method - using A/B testing as an analogy - and then apply those Bayesian methods to more advanced machine learning models in the future.

Individuals taking the Bayesian Machine Learning in Python: A/B Testing online course, are advised to have prior knowledge of the following topics: probability (joint, marginal, conditional distributions, continuous and discrete random variables, PDF, PMF, CDF), python coding, Numpy, Scipy and Matplotlib so that their lack of knowledge of any particular topic won’t affect their overall learning experience. 

The Design Thinking in Data Science online course is developed to present to the candidates the domain of data science and the techniques and strategies involved in the field. It is offered by the research and consulting educational institution concerned with data science. This online course helps develop data science skills based on engineering and business. The Design Thinking in Data Science online programme has a course schedule of 20 classes that are held live for 1 hour per week and the candidate will be required to spend an additional four to five hours per week. 

The course study is about learning programming and the fundamentals of data science with regard to the coding, mathematics, and business aspects beneficial for those who aspire to become data scientists. The online course instruction is done by qualified professional Dr. Dakshinamurthy V Kolluru, the founder, president, and chief mentor at INSOFE. The course modules and lectures provide an experiential learning process to the candidates.

The Visualize data with Python online course has been designed, keeping beginners in mind, and runs for seven hours. Since data is a crucial element in almost all industries, data visualisation has become an integral job. Through this curriculum, you can create effective data visualisations using Python programming. 

During the course, you will also learn how to create custom graphs and charts and become fluent in making data-driven arguments. Furthermore, Codeacademy’s Visualize data with Python certification syllabus covers key concepts such as graphing, data manipulation, and Python language basics. The skill path offered by Codeacademy provides step-by-step guidance to help you learn a new skill easily and in just a few weeks. 

Also, this programme is project-oriented and includes various real-world projects to help you learn through application and practice. In addition, the Visualize data with Python programme includes a certificate of completion that can be a valuable addition to your credentials. The curriculum will end with a capstone project on data visualisation to test your visualisation skills.

Vskills aims to provide certifications to individuals of pertinent qualifications based on skill tests conducted in an unbiased and secure manner. These certifications enable the students or professionals to broaden their job prospects and manifest their skills.

The Certified Data Science with Python Professional course by VSkills has been designed to give the learners a deeper insight into the concepts of Data Science and develop their skill set for the same. Data science has become crucial for arithmetical and predictive statistical analysis.

This course intends to provide the participants with a comprehensive introduction of the various essentials and techniques of Data Science. It will acquaint the participants with the use of Python in data science as python becomes a vital tool for any data science analyst as well as a data scientist. They will be trained to use python, control flow tools, Numpy arrays for indexing, slicing and iterating and inspecting outliers and data types for making data-driven decisions. They will understand the process of data visualization with the help of seaborn package and the various stages of machine learning.

Python has been used by developers and data scientists across organizations for various daily functions.  Data Science Using Python by E&ICT, IIT Kanpur is an engaging and interactive program. The course format helps candidates learn computational science and engineering using Python and collaborate with different organization functions smoothly. 

The Data Science Using Python certification syllabus includes key concepts like python variables, python functions, python packages, ODE and PDE solvers, differentiation, interpolation, integration, and basics of linear algebra. The course is equipped with practical problems and assignments regularly to improve candidates' understanding. Moreover, the instructors will also help students with their assignment’s solutions and doubts from time to time. 

At the end of the Data Science Using Python online course, there is a final assessment to understand the candidates' knowledge level. Furthermore, the course gives 24 x 7 access to the materials up to 6 weeks, until completion.