10 Best Data Analysis Courses & Certification [2021 OCTOBER]

best data analysis course class certification training online

If you are interested in learning Data Analysis, then here is a list of Best Data Analysis Courses, Classes, Tutorials, Training, and Certification programs available online for 2021. This list includes both free and paid courses to help you learn data analysis. Also, it is ideal for beginners, intermediates, as well as experts.


10 Best Data Analysis Courses & Certification [2021 OCTOBER]

1. Post Graduate Certificate Program in Data Analytics (Purdue University)

Purdue UniversityIdeally intended for individuals interested in boosting their career in data analytics, this program will provide you with comprehensive knowledge of data analytics. The curriculum is prepared in partnership with IBM to help you achieve job-critical abilities like data visualization, analysis, supervised and unsupervised learning. The classes will be delivered via live online sessions, graded quizzes, practice exercises, and hands-on projects from leading professionals and industry leaders. The curriculum comprises various learning outcomes, including Analytics and Programming Foundation, Tableau Training, Data Science with R, and R Programming for Data Science. During the learning sessions, you’ll work with real-life examples and applications with capstone projects to test your learned skills practically.


Key USPs –

– A well-established learning program designed with a Bootcamp model prepared with real-world projects and case studies

– Build a strong foundation in data analytics with the basics of statistics fundamentals and techniques

– Learn to analyze data with R and Python programming languages and visualize data with Tableau and Power BI

– Improve your knowledge with additional elective courses, such as Power BI, Master class, Artificial intelligence master class, etc.

– Work with industry projects from top-tier companies like Google, Walmart, IBM, and Zomato


Duration: 8 months, 5-10 hours/week

Rating: 4.6 out of 5

You can Sign up Here


Review: We have seen so many ups & downs this year, and that’s why we need to be future-ready. I treat this program as a small accomplishment in my academic career. It’s never late to start something new, and I feel glad to have completed the bootcamp from Purdue University and Simplilearn. – Sarthak Hota



2. Complete Data Science Bootcamp (Udemy)

This course is focused on teaching you everything that you need to learn to be a data scientist by covering topics that flow smoothly and complement each other. During the course, you will get introduced to multiple concepts like data analysis, data science, mathematics, machine learning, data visualization, and many more. Also, you will learn about advanced machine learning algorithms, tools, and techniques that are used by data scientists. The course is designed by 365 Careers, so you will be learning from some of the best instructors who have years of experience in teaching data science. And once you complete the course, you will get a certificate of completion from Udemy.


Key USPs –

– Learn the most demanding data science skills, such as Python programming with NumPy, Statistical analysis, Tableau, Machine learning with stats models and scikit-learn

– Help you understand the mathematics behind machine learning, and how to create machine learning algorithms in Python with NumPy and Statsmodels

– Learn how to use state-of-the-art deep learning frameworks, such as Google’s Tensor Flow, and how to pre-process data

– Learn to improve machine learning algorithms with underfitting, overfitting, training, testing, and validation, and how hyperparameters can be helpful in improving performance


Duration: 3 months, 4-5 hours/week

Rating: 4.5 out of 5

You can Sign up Here


Review: It took a while to complete this course, but I think it was worth the effort. Very well-framed and delivered course. Thanks a lot. – Lt Col Gurinder Singh Ghuman



3. Advanced Excel Formulas and Functions (Udemy)

MS Excel is another essential skill required to become a data analyst, and this course from Udemy is the best option to enhance your Excel skills. Whether you’re just beginning with Excel or already have some experience in it, this course will offer you everything that you need to master Excel. In this course, you will grow a clear understanding of the advanced Excel formulas and functions that will help you transform a basic Excel spreadsheet program into a dynamic and powerful analytics tool. The course is included with multiple video lectures, hands-on exercises, contextual examples, and much more so that you can understand how powerful and helpful these formulas can be.


Key USPs –

– One of the best Excel courses available online that will teach you how to write robust, elegant formulas and functions from scratch

– Provides an extensive variety of topics during the course, including Lookup functions, Statistical functions, Array formulas, Logical operators, Text functions, and many more

– Learn how to build dynamic tools and excel dashboards to filter, display, and analyze your data quickly

– Learn how to join datasets from multiple sources with Excel Lookup, Index, and Match functions, and how to pull real-time data from APIs directly into Excel


Duration: 9-10 hours

Rating: 4.6 out of 5

You can Sign up Here


Review: A wonderful course. Clear and to the point. Very well explained, and you can follow every step of the way. Good involvement in the Q&A from the instructor! – Magnus Ploug



4. Learn Data Analysis from Beginning (Coursera)

Whether you want to earn a certificate or a master’s degree in Data Analysis, Coursera has a list of various courses, specialization programs, and master’s degree programs in Data Science. The best part about these programs is that each of them is provided by the top-rated universities around the world, such as Harvard, MIT, Columbia, etc. Moreover, some of the courses are available with instructor-led training and live classes, which means you will be in direct touch with your instructor during the session. After completing these courses or programs, you will be highly equipped with all the skills that are required to become a data analyst.


Key USPs –

– A list of comprehensive courses, classes, and master’s degree programs that are designed to provide you the skills required to become a data analyst

– Learn different aspects of data science, such as machine learning algorithms, MS Excel, analyzing datasets, and much more

– Avail a variety of hands-on projects with each course that are designed your skills and knowledge after completing the course

– Included with practical exercises, video lectures, instructor-led training, quizzes, and much more

– Receive a certificate of completion after finishing the course with the final assignments


Duration: Self-paced

Rating: 4.7 out of 5

You can Sign up Here



5. Data Analysis and Visualization (RICE University)

This productive short course is ideally organized for functional analysts and data managers involved in utilizing data and logical models to inform specific functions and business decisions. This online program will teach you how to leverage data and inform strategic and operational decisions while getting familiarized with data analysis and communicating data. The classes are designed by RICE University professionals, who will assist you throughout the sessions to help you cover essential concepts. Moreover, you’ll gain verifiable and relevant competencies and earn invaluable recognition from a top-tier US-based university. After concluding the program, you’ll be well-equipped with data analysis and visualization skills with in-demand tools like Tableau and SQL.


Key USPs –

– A structured curriculum designed to help you explore more advanced functionalities of Excel to create multi-sheet models

– Learn to utilize data to answer practical business questions to find data-driven solutions while accessing central datastores to enable comprehensive analyses

– Gain a fundamental understanding of the fundamentals of data analysis, such as advanced Excel functions, practical statistics, and databases

– Learn to conduct a regression analysis and describe the likelihood of possible outcomes and use Tableau as a medium to communicate a cohesive data story


Duration: 8 weeks, 7-10 hours/week

Rating: 4.5 out of 5

You can Sign up Here



6. Learn Python for Data Analysis and Visualization (Udemy)

Python is an essential skill required to become a data analyst, and this course from Udemy will provide you with the resources that you need to learn Python and effectively use it to analyze and visualize data. With this course, you will get a clear understanding of how to use Python programming and how to use it in aggregation with computing modules and libraries for analyzing data. The course is designed by Jose Portilla, who is a professional data scientist and has trained more than thirty-thousand individuals around the world. He will help you get real-life experience of using Python with his skills and knowledge.


Key USPs –

– Learn and understand how to create and manipulate arrays with NumPy and Python, and how to use pandas for creating and analyzing data sets

– Learn the use of matplotlib and seaborn libraries for creating beautiful data visualizations that are required in data analysis

– Included with more than 100 lectures, 20 hours of information, and hundreds of examples with Python code notebooks

– Be in touch with your instructor or a team of experts if you have any queries related to the course content


Duration: 1 month, 5-6 hours/week

Rating: 4.3 out of 5

You can Sign up Here


Review: Awesome, the Project lesson is well explain & I am able to know how to implement the code learn in previous exercise in a real-world example. – Saurabh Kumar



7. Post Graduate Certificate Program in Business Analysis (Purdue University)

This post-graduate business analysis program is ideally designed for working professionals who want to achieve career growth. Enrolling in this applicable prospectus will enable you to gain advanced business analysis skills like effective planning, documentation, and business solutions design while obtaining knowledge of lifecycle management. It is designed in partnership with IBM and Purdue University to help you learn how to tackle business problems with in-demand tools. The curriculum is equipped with Harvard Business case studies, capstone projects from various domains, and 14+ projects with data sets. Moreover, it offers alumni benefits from Purdue University with access to the Simplilearn job assistance program to get recognized by top-tier companies.


Key USPs –

– One of the top five business analysis courses available online according to Entrepreneur to help you develop excellent skills for career growth

– Get in-depth knowledge of business analysis by learning agile scrum master, data analysis with Python, and mathematical optimization for business problems

– Enroll in elective courses available within the program to expand your knowledge criteria with masterclasses, Power BI, and R programming

– Get qualified with requirement analysis, product vision, analytics, agile, and business modeling with multiple learning modules


Duration: 6 months, 5-10 hours/week

Rating: 4.6 out of 5

You can Sign up Here


Review: I liked the concept of online learning. The training delivery is seamless and flawless – Thanks! Keep up the good work. I especially like the fact that the arguments are explained in detail, so that participants who are interested in the understanding can get an important contribution to their knowledge enhancement. – Jagdeshwari



8. Post Graduate Certificate Program in Data Engineering (Purdue University – Simplilearn)

Offered in partnership with Purdue University & in collaboration with IBM, this practical program will help you learn the fundamental aspects of data engineering. Taking this progressive curriculum will help you master crucial data engineering skills. In this program, you’ll cover multiple data engineering aspects, such as AWS tech essentials, Azure fundamentals, Azure data engineer, and Python for data science. Completing this program will help you gain multiple skills, including data pipelining, real-time data processing, data visualization, provisioning data storage services, and more. Furthermore, a certificate of completion will be shared with you on finishing the program to showcase your skills.


Key USPs –

– An exclusive program designed with live sessions, recorded lectures, masterclasses, IBM hackathons, and industry-leading projects

– Get better insights into improving business productivity by processing large volumes of data and extracting valuable information

– Learn through capstone projects from multiple domains and 14+ projects with industry datasets from YouTube, Glassdoor, Facebook, etc.

– Learn to manage and develop data processing, monitor and optimize data solutions with Azure services like Azure Cosmos DB, Azure Synapse Analytics, etc.

– Get additional job assistance from Simplilearn’s job assistance program to get noticed by top-tier companies


Duration: 8 months, 5-10 hours/week

Rating: 4.6 out of 5

You can Sign up Here


Review: Simplilearn is a great learning platform for aspirants. It provides online learning with global intellectual faculties. It offers unparalleled service and is the best place to attain professional knowledge and grow in one’s career. I am very, very thankful to Simplilearn. – Rajesh Dubey



9. College Data Analysis Courses (edX)

edX is an excellent e-learning platform that helps users learn a variety of subjects and fields. This list of Data Analysis courses will help you learn all the essential skills required to become a professional data analyst. The classes are divided into multiple categories, such as Data Science, Artificial Intelligence, Python, Excel, Machine Learning, and many more. And what’s more interesting is that all of these courses are provided by top universities or institutions like MIT, Harvard, Microsoft, IBM, etc. Moreover, all the courses are designed in a simple manner so that users don’t face any complications while learning.


Key USPs –

– Choose a course that meets your requirements and provide resources to help you become a professional data analyst

– Cover various topics and subjects of data analysis, such as Machine learning, Excel fundamentals, Python programming, and many more

– Get in touch with your instructor with live classes to resolve your queries or understand a topic deeply

– Available with multiple videos, rich-learning content, graded assignments, quizzes, and practical exams to help you get equipped with the topics clearly

– Access 30-days free trial with every course with the freedom to study from your comfort zone without any deadlines


Duration: Self-paced

Rating: 4.5 out of 5

You can Sign up Here



10. Data Analysis with Pandas and Python (Udemy)

This comprehensive course is focused on teaching you how to use Pandas with Python for data analysis. In this course, you will get introduced to the popular pandas’ library that is built on top of Python programming language. You will learn how to analyze, organize, sort, filter, pivot, aggregate, clean, and calculate data sets with the help of the pandas library. The course is designed by Boris Paskhaver, who is a professional software engineer and training individuals and working professionals in using Pandas for data analysis. Also, after successfully completing the course with the given assignments, you will receive a certificate of completion that can be shared with your LinkedIn profile or employers.


Key USPs –

– Learn how to perform a multitude of data operations in Python’s popular pandas library with grouping, pivoting, joining, and more

– Included with 19 hours of video lectures to help you understand data analysis with Pandas and Python programming

– Cover a variety of methods, attributes, features, and functionalities that are included with pandas library

– Dive into the different datasets – short and long, broken and pristine, to demonstrate the incredible versatility and efficiency of this package

– Become an influential data analyst after learning the powerful Pandas library


Duration: 1 month, 4-5 hours/week

Rating: 4.6 out of 5

You can Sign up Here


Review: Got a good insight into pandas. The flow of the subject was good; some more examples would have been better. Overall the course was good and nicely explained. – Venkata Ramana Mantravadi



11. SQL for Data Analysis (Udemy)

Individuals who are interested in learning SQL query language for data analysis can take help from this course, which is entirely focused on different aspects of SQL. In this course, you will learn how to create dashboards for tracking and measuring progress on team goals, gather data for the excel team to use in investor pitch decks, and how to get data-driven about decision-making. The course is designed by Peter Sefton and David Kim, who are professional instructors at Udemy. They will assist you during the entire course, and help you resolve your queries related to the course content.


Key USPs –

– A comprehensive course focused on teaching you everything about SQL so that you can easily use it for Data Analysis

– Go through the queries of a real business while learning the raw skills undergoing those queries so that you can create custom queries

– Included with exercises and quizzes scattered throughout the course to help you analyze what you have learned from the course

– Join the discussion board where the instructors will get directly in touch with you to answer your questions

– Earn your certificate of completion after finishing the course


Duration: 4-5 hours

Rating: 4.1 out of 5

You can Sign up Here


Review: The instructors were really good, made the class fun and very interesting, I gain a lot of knowledge and understanding off different way to build SQL statements – Thomas Hertzog



12. Data Analysis Courses and Training (LinkedIn Learning)

For those who are confused about where to begin their data analysis learning journey, LinkedIn Learning is providing a list of multiple data analysis courses and training. Amongst the list, you can select a course that best fits your requirements, such as Learning Data Analytics, SQL: Data Reporting and Analysis, Python for Data Science Essential Training, Managing and Analyzing data with Excel, and many more. Completing these courses and training sessions, will help you improve your existing skills of Data Analysis, as well as you will get a certificate of completion with every course you opt for.


Key USPs –

– A list of comprehensive data analysis courses focused on different aspects to help you become a professional data analyst

– Learn about machine learning algorithms, data science, python programming with Pandas and NumPy, SQL for data reporting, and many other topics

– Learn about Excel spreadsheets formulas and functions, and how they can be used to manage and analyze datasets in any organization

– Get constant support and backing from a team of experts to help you resolve the queries related to the course

– Avail 10-days free trial with every course and the freedom to study from your own pace without any deadlines


Duration: Self-paced

Rating: 4.5 out of 5

You can Sign up Here



13. Data Analysis and Visualization (Udemy)

This is a Bootcamp course designed by TakenMind, to help you learn how top tech companies process zettabytes of data for analyzing data to improve their business growth. This is a beginner course that will help you learn the following concepts of data analysis, such as fundamentals of python, pandas for efficient data analysis, matplotlib for data visualization, and some other. Getting equipped with these concepts, you will be able to move your career in the data analysis field. During the course, you will get introduced to the installation and set up of the study kit, working with NumPy, Data manipulation with Pandas, and many other subjects. Also, after completing the course, you will receive a certificate of completion that will help you showcase your skills to employers.


Key USPs –

– A basic course focused on teaching you how to visualize data with a study kit included with the course

– Designed by an expert instructor of TakenMind, who is providing data analysis training for more than ten years

– Learn how to visualize data with Matplotlib and Seaborn, and how to manipulate and analyze data with Pandas library

– Get hands-on experience of using the study-kit for managing, visualizing, and manipulating the data


Duration: 9-10 hours

Rating: 4.4 out of 5

You can Sign up Here


Review: It was absolutely fine. Got more than what was expected. Best part is, this knowledge of data analytics stays with me forever. – Dhruv Samant



14. Introduction to Data Analysis (Udacity)

This is an introductory course designed to take you through the basics of data analysis. In this course, you will be guided through the entire data analysis process, which includes wrangling your data into a format that can be used to fix problems, communicating with your findings, and some other concepts. You will learn how to use Python libraries like NumPy, Pandas, and Matplotlib for writing cleaner, concise, faster code. This course is a part of the Nano degree program – Introduction to Programming, which means after finishing this course, you can enroll yourself in the Nano degree program.


Key USPs –

– Learn how to explore data, find patterns in it, and build your intuition about it while drawing conclusions or making decisions

– Learn the process of data analysis, how to pose a question, make predictions, and some other basic concepts of data analysis

– Know about the features that can be applied to one-dimensional data, and how to use NumPy and Pandas to make data analysis process easier

– Designed by an expert instructor of Udacity who has years of experience in providing training to various individuals

– Get access to rich-learning content in a straightforward manner so that you can learn quickly without paying any fees


Duration: 6 weeks

Rating: 4.5 out of 5

You can Sign up Here


So those were some of the best data analysis courses available online. Hope you found one that suits your needs. We wish you happy learning 🙂