15 Best Data Analytics Courses & Certificates [2021 OCTOBER] [UPDATED]

Our team of global experts compiled this list of Best Data Analytics Courses, Classes, Tutorials, Training, and Certification programs available online for 2021. This list includes both free and paid courses to help you learn Data Analytics. Also, it is ideal for beginners, intermediates, as well as experts.

 

10 Best Data Analytics Courses & Certification [2021 OCTOBER][UPDATED]

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

Purdue UniversityIndividuals who are interested in improving their data analytics career with a post-graduate program can take help from this program. Offered by Simplilearn, this advanced program will give you broad exposure to key technologies and skills used in data analytics and data science, such as Python, R, Statistics, Tableau, PowerBI, and many more. Enrolling in the program will help you learn a wide variety of data analytics topics with the help of video lectures, hands-on projects, capstone projects, graded assignments, and practice exercises. After concluding the program, you will be able to take the role of data analytics in any organization. You may also want to take a look at the best Data Engineering Courses.

 

Key USPs –

– A comprehensive program that provides a hands-on approach with case studies and industry-aligned projects to bring the relevant data analytics concepts live

– Build strong foundation knowledge of programming languages like Python and R, statistics fundamentals, and techniques

– Learn how to examine data in Python, perform modest statistical analyses, build meaningful data visualizations, and predict future trends from data

– Gain a variety of skill in the Tableau platform like building visualizations, o0rganizing data, and designing a dashboard with Tableau Desktop 10 training

 

Duration: 8 months, 5-10 hours/week

Rating: 4.7 out of 5

You can Sign up Here

 

Review: Simplilearn facilitates a brilliant platform to acquire new & relevant skills at ease. Well laid out course content and expert faculty ensure an excellent learning experience. – C Muthu Raman

 

 

2. Business Analytics: From Data to Insights (Wharton Executive Education)

Wharton Executive Education Business AnalyticsThis specialization program focuses on helping managers and leaders to turn the opportunity of turning data into a competitive advantage. Enrolling in the practical program will offer you all the essential tools you need to understand how data and insights work, enhance long-term predictions, and prescribe future actions to make better business decisions. It consists of 9 different modules, and each comprises video lectures, quizzes, assignments, and real-world examples to offer the maximum benefit of learning. The program also focuses on various methods and tools like data visualization and interpretation, optimization models, decision trees, forecasting, A/B testing, and many more.

 

Key USPs – 

– Get introduced to business analytics with an enhanced curriculum that will be delivered via a combination of video and live online lectures.

– Cover essential topics like gathering insights, using data to predict employee performance, and more.

– Learn how to describe and forecast future events, provide recommendations to change behavior, make predictions using data, and more.

– Gain knowledge about favorable outcomes, application and toolkit, and application of analytics for business.

– Learn from a combination of recorded video, live lectures, feedback assignments, and real-life examples to apply the fundamentals.

 

Duration: 3 Months (6-8 hours/week)

Rating: 4.7 out of 5

You can Sign up Here

 

Review: The course provided a good overview of how analytics can be applied across various entities within an organization such as supply chain, HR, manufacturing, etc. — Johnny Queck.

 

 

3. Marketing Analytics – Strategies to Optimize ROI (Berkeley Exec Edu)

Berkeley-Exective-EducationCreated by Berkeley Executive Education, this practical program will help you determine the principles and strategies of a data-driven marketing approach. Taking this subjective program will allow you to explore the four steps for analytics and attain the confidence to implement innovative marketing analytics leads in your organization. You’ll learn how to take a more data-backed, scientific approach to branding initiatives and communication while gaining insights into your customers’ preferences and profiles. It comprises various learning modules covering specific marketing analytics areas, such as predictive models for marketing, customer segmentation, pricing analytics, digital advertising analytics, and more.

 

Key USPs – 

– A broad curriculum designed to help you learn how to make informed marketing decisions based on analytics

– Learn to apply analytic tools, models, and frameworks to optimize marketing ROI while leveraging analytics and experimentation for gaining a competitive advantage

– Learn to build a marketing strategy for customer acquisition, development, and retention

– Know about the principles of marketing analytics and how to apply them in the real world via a fundamental marketing measurement – Customer Lifetime Value

– Work through various case studies from top brands like Booking.com, Netflix, and Rocket Fuel to improve your understanding

 

Duration: 2 months, 4-6 hours/week

Rating: 4.6 out of 5

You can Sign up Here

 

 

4. Google Data Analytics Professional Certificate by Google (Coursera)

Prepared by industry experts working with Google, this program will help you learn and understand how to clean and organize data for analysis, complete analysis, and calculations with SQL, R, and spreadsheets. This curriculum is tagged with a mix of videos, hands-on labs, and assessments to introduce you to the key analytical skills. Completing this extensive program will help you achieve a comprehensive understanding of the techniques and processes used by data analysts in their daily job. Once you complete the program, you’ll be able to visualize and present data findings in dashboards, presentations, and commonly used visualization platforms.

 

Key USPs –

– A perfect program on data analytics that will teach you in-demand skills to create a successful career path in data analytics.

– Included with 8 courses that are covered with high-quality video lectures, graded assignments, quizzes, and real-world examples.

– Work with an applied learning project that will help you simulate real-world data analytics scenarios to understand data analytics better.

– Learn from Google employees who have excellent knowledge and experience working with data analytics.

– Help you gain in-demand skills that will prepare you for entry-level jobs like junior or associate data analyst.

 

Duration: 6 months, 10 hours/week

Rating: 4.7 out of 5

You can Sign up Here

 

 

5. Data Analyst Nanodegree Program (Udacity)

Individuals who are interested in data analysis programs can take help from this Nano degree program designed by Udacity. In this program, you will get introduced to the fundamentals of data analysis, practical statistics, data wrangling, data visualization with Python, and much more. This Nano degree program is included with real-world projects and immersive content that is built in partnership with top-tier companies to help you master the tech skills. During the program, you will get one-on-one technical mentor, who will help you at every stage of learning. You will also receive a personal career coach and career services from the instructor to secure your career.

 

Key USPs –

– Learn the process of exploring, analyzing, and communicating data in data analysis while working with Python, and libraries like Numpy and Pandas

– Understand how to apply inferential statistics and probability to real-world scenarios like analyzing A/B tests and building supervised learning models

– Learn the data wrangling process of gathering, assessing, and cleaning data, and learn how to use Python to wrangle data programmatically

– Get a flexible learning plan that fit your busy schedule by allowing you to learn at your own pace and reach your goals

– Receive a Nano degree certificate after finishing the program with given projects and exercises

 

Duration: Self-paced

Rating: 4.7 out of 5

You can Sign up Here

 

 

6. Udemy Data Analysis Courses (Udemy)

Data Analysis is a growing field, and individuals are looking for the best courses to enroll themselves in this field. This list of data analysis courses offered by Udemy can help you achieve your goals of becoming a data analyst. Whether you are interested in subjects like Python, R, SQL, and Excel, you can find a course for yourself on Udemy. However, amongst these courses, the best-sellers are Microsoft Excel – Advanced Excel Formulas, The Data Science Course 2019, Learning Python for Data Analysis and Visualization, and SQL for Data Analysis. After finishing any of these courses, you will be very well-equipped with techniques in that specific field.

 

Key USPs –

– Designed and reviewed by some of the best instructors who are working with world-famous universities

– Cover the fundamental as well as the most advanced concepts of Data Analysis, including R, SQL, Excel, etc.

– Includes video lectures, notes, practice exercises, and quizzes that can help you enhance your skills and knowledge

– Get additional training in data science with selected courses that will train you as a professional data analyst

– Study from the comfort of your home with a 30-days free trial with every course and tutorial

 

Duration: Self-paced

Rating: 4.5 out of 5

You can Sign up Here

 

 

7. Coursera Data Analytics Courses (Coursera)

Coursera offers hundreds of data analytics courses and tutorials to help individuals learn according to their preferences. It includes courses from the best universities and institutions in the world, such as the University of Colorado Boulder, Johns Hopkins University, IBM, University of Pennsylvania, etc. And if you are interested in a master’s degree or diploma, you can even opt for that as well, as there are various master’s degree programs in Data Analytics that are also offered by recognized universities. After completing any of these courses, you can quickly begin your career as a data analyst in a well-reputed organization. With the completion of every course, you will receive a certificate of completion that will help you get your desired job.

 

Key USPs –

– Cover the essential concepts of data analytics and data science that are used by industry professionals in their organization

– Learn from applied, skill-based programs in data science that are developed by world-class faculty and institutions

– Learn how to use Excel with MySQL for analytic techniques that can help you improve your business

– Get the freedom to learn from your comfort zone with a 10-days free trial with every course and tutorial

– Receive continuous support and career advice from the instructors during the course

 

Duration: Self-paced

Rating: 4.5 out of 5

You can Sign up Here

 

 

8. Post Graduate Certificate Program in Business Analysis (IBM – Purdue University)

Purdue UniversityOffered in partnership with IBM and Purdue University, this extensive curriculum can help you learn everything about business analysis. Taking this influential program will enable you to gain in-demand business analysis skills by learning the latest frameworks and tools used by Agile teams. You’ll learn core business analytics skills like modeling, reporting, with access to hands-on projects, case studies, and capstone projects. You’ll gain practical data-driven decision-making skills with the help of data analysis and statistics while learning how to use common MS Office tools. At the end of the curriculum, you’ll get assistance from the Simplilearn Job Assistance program to help you with resume, interview preparation, and career fairs.

 

Key USPs –

– Be a part of one of the top-rated programs available online to expand your career in business analysis by learning industry tools and skills

– Improve your ability to develop and deliver quality products to customers by learning the best practices of Agile and Scrum methodology

– Achieve multiple skills on the powerful platform Tableau with visualization building, data organization, and dashboard design

– Get access to alumni benefits from Purdue University and the opportunity to be a part of IBM Hackathons

 

Duration: 6 months, 5-10 hours/week

Rating: 4.5 out of 5

You can Sign up Here

 

Review: Congratulations on getting such a good trainer. During the entire session, I felt that he is really passionate about teaching. The course was good and the trainer was the best. – Harish Rao

 

 

9. Applied Business Analytics (MIT Management Executive Education)

MIT Management Executive Education1This program is a part of a specialization course created by expert instructors to learn and adopt a creative approach to empowering brands. In this program, you will gain knowledge about a practical framework that comprises models, decisions, data, and value, building confidence in utilizing data for decision-making. Besides, you will also learn about the analytics approach and which one is most appropriate in respective situations ad how to tackle and leverage big data for successful business outcomes. The course is perfect for leaders and managers who want to learn about the best tools for achieving great heights in analytics. Do have a look at our compilation of Best Design Thinking Courses.

 

Key USPs – 

– Learn to predict customer preferences by grouping and know more about tools and frameworks to build predictive models.

– Gain knowledge about customer analytics to serve customers better, utilizing business analytics to interpret & analyze data in real estate technology.

– Explore the area of machine learning algorithms and decision tools in inventory management along with learning about managerial decision-making with business analytics.

– Get hold of the personalized workbook to serve as a project action plan along with case studies & examples to test your learning during the course.

 

Duration: 6 weeks (4-6 hours/week)

Rating: 4.5 out of 5

You can Sign up Here

 

 

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

This comprehensive program from Simplilearn is focused on teaching you all about data engineering from experts. The course is organized in association with Purdue University, which means you’ll get to learn from industry experts and professional tutors. Taking this productive prospectus will allow you to cover essential aspects of data engineering, such as data processing with Spark, Hadoop framework, and Azure cloud infrastructures. The classes will be delivered via live online sessions, recorded lectures, graded quizzes, and practical exams to help you better understand data engineering. Upon completing the curriculum, a certificate of completion will be shared with you to showcase your skills.

 

Key USPs –

– Learn everything about data engineering from industry experts to grow your career in the data science field

– Learn critical topics of data engineering, such as data pipelines with Kafka, Big Data on AWS, and Azure cloud infrastructures to excel your knowledge

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

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

– Access hands-on training from IBM experts to obtain industry-recognized certifications

 

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 unparallel 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

 

 

11. Free Data Analytics Certificate (DigitalDefynd)

You can complete a course from any university or e-learning platform and receive a course certificate for the same from Digital Defynd. If the institute you chose to pursue the course does not provide a course certificate, do not worry because Digital Defynd has got your back. Just submit your basic details and a roof of course completion. You will receive an industry-recognized course certificate from Digital Defynd within 2-5 days. It is too good to be true, but it is true!

 

Key USPs –

– You do not have to pay or submit credit card details to receive the certificate

– You can claim a certificate from Digital Defynd no matter the country you belong to and no matter the institute/ platform you choose

– As you complete more courses you become eligible to receive advanced level certificates like a golden certificate or a platinum certificate

– Digital Defynd considers a mail about the completion of your course or a screenshot stating that you have completed the course as enough proof to issue the course certificate

 

Rating: 4.6 out of 5

You can Sign up Here

 

 

12. Advanced Business Analytics Program (Wharton Executive Education)

This program is a perfect fit for those who want to learn the applications of data analytics tools and equipment’s in real-life situations. This is a flexible course that will allow you to learn at your pace with interactive sessions, chats with practitioners, and networking with peers. It is included with six core modules, out of which you’ll choose two areas of specialization, and the modules are designed to help you understand the application of analytics in your industry. Not only this, a Digital certificate from the University of Pennsylvania will be given upon the successful completion of the program.

 

Key USPs – 

– A step-by-step guide designed with the practical implementation of concepts to help you learn advanced business analytics.

– Gain extensive knowledge about any two modules from data analytics and executive decision-making, the data pipeline, prescriptive analytics.

– Learn about predictive analytics and AI/ML, implications of AI for business, and analytics and organizational change.

– Initiate a 12-month learning journey with in-depth sessions in business analytics of more than 200 hours of interactive learning with industry experts, faculty, and exceptional peer group.

– Earn the Wharton alumni status after finishing the curriculum with the given project and assignments.

 

Duration: 12 months

Rating: 4.5 out of 5

You can Sign up Here

 

 

13. Data Analytics for Decision Making Microcredential Course (Queen Mary University of London – FutureLearn)

Individuals interested in learning data analytics from beginning to create effective business decisions for their organizations can benefit from this program. Joining this curriculum will help you understand the fundamental concepts of data analytics while working through practical exercises and assignments in Python. This micro-credential program is developed in collaboration with the Queen Mary University of London, which means you’ll get continuous assistance from top faculty members and experts. During the online classes, you’ll also explore the critical ethical and legal issues required to be considered while generating, analyzing, and disseminating data. A digital certificate signed by the Queen Many University of London will be provided to you after completing the program.

 

Key USPs –

– A comprehensive micro-credential program that offers practical implementation of learned skills to solve basic data analytics problems.

– Learn about the process of collating and cleansing data with world-class computer experts from Queen Mary University.

– Understand how to interpret and communicate data to others while gaining valuable insights to improve your decision-making process.

– Be able to enhance your current company’s capacity to interpret and manage data for solving complex business problems and predict future trends with accredited skills.

 

Duration: 12 weeks

Rating: 4.5 out of 5

You can Sign up Here

 

 

14. Data Analytics for Business with Tableau Training Microcredential Course (FutureLearn)

The program covers fundamental data analytics techniques like using spreadsheets and database tools. Understand how to perform diagnostic analysis and create and interpret prescriptive models to influence future organizational requirements. Know how to recognize and address the ethical and social issues of applying data analytics techniques in specific organizational contextsStudents can access the course through a free 7-day trial. They can opt for the paid subscription of FutureLearn if they wish to opt for more programs. The program is suitable for postgraduate-level learners.

 

Key USPs –

– Students will receive a certificate after completing the course

– Learn through a mix of videos, articles, and practical activities

– Online assessments help learners test their knowledge of the concepts in the program

– students can view their progress on the Progress page

– Know how to prepare data to synthesize complex ideas and make data-driven decisions

 

Duration: 12 weeks

Rating: 4.7 out of 5

You can Sign Up Here

 

 

15. Free Data Analysis Courses (edX)

If you are willing to learn data analysis from the top-rated universities and institutions around the world like Harvard, Microsoft, and IBM, then edX is the best platform to begin with. What’s more unique about this platform is that it provides free courses as well. So, if you don’t want to pay any fee for learning Data Analysis, then you can begin with those courses, such as Data Science: Basics, Excel Fundamentals, Analyzing Data with Python, etc. However, if you opt for paid courses, then you will receive a certificate of completion on finishing the course. The classes are designed keeping end-user requirements in mind, so you will learn everything that is included with the subject.

 

Key USPs –

– Learn from the best instructors of world-recognized universities who will assist you at every stage of learning

– Gain skills like Big Data, Business Analytics, GTx Analytics, Algorithms and Data Structures, etc. that are necessary for this field

– Cover essential topics related to data analytics, such as Predictive Analytics, Business Intelligence, R Programming, SQL, C++, etc.

– Included with multiple video lectures, quiz sessions, practice exams to help you learn in a better way

 

Duration: Self-paced

Rating: 4.6 out of 5

You can Sign up Here

 

 

16. Free Data Analytics Courses (LinkedIn Learning)

LinkedIn Learning provides a variety of data analysis courses as well as training to help individuals secure a career in this field. The list includes more than a hundred data analysis courses, amongst which the highest-rated courses are Excel 2013: Advanced Formulas, Learning Data Analysis, Managing and Analyzing Data in Excel, etc. Enrolling in any of these courses will help you attain all the skills that you need in the required subject. Also, these courses and training modules are included with a certification program, so you will receive a certificate of completion on finishing the course.

 

Key USPs –

– Consist of multiple Data analysis courses and training videos to help individuals learn in a better way

– Includes multiple videos, notes, practice exams, quizzes, and external resources to provide you with the best knowledge that you need

– Learn about managing data in MS Excel, R statistics essential training, SQL for Exploratory data analysis, Data reduction techniques in Excel, and much more

– Earn a variety of skills while learning the courses, such as using MS Excel, R, Tableau, Creating interactive dashboards in Excel, etc.

– Get the liberty to learn from the comfort of your home with a 10-days free trial with every course you opt for

 

Duration: Self-paced

Rating: 4.5 out of 5

You can Sign up Here

 

 

17. Data Analytics Certification Program (eCornell)

The eCornell Data Analytics certification program is designed to help individuals learn the functional literacy in critical business analytics. With this program, you will learn statistical and scientific methods for analyzing data via hands-on exercises and video instruction from the expert faculty member Chris Anderson, of Cornell University. He will assist you during the learning stages and help you understand the data analysis concepts more clearly. After successful completion of the course and submitting the final project, you will receive a certificate of completion that can be shared with employers to showcase your skills.

 

Key USPs –

– Learn how to make critical business decisions by analyzing the data that can make a big difference between a good and bad outcome

– Learn to develop a working familiarity with the grounding principles of data analysis, and how to drive greatest benefits from the data

– Understand how to apply a decision-making framework that will help you interact with data to achieve the best results

– Get access to video content, practice exams, quizzes, and much more to improve your skills and knowledge in the subject

– Includes multiple tools and help sheets for data handlers with the insight and perspective that you need as a data consumer

 

Duration: Self-paced

Rating: 4.5 out of 5

You can Sign up Here

 

 

18. Data Science Courses (Digital Defynd)

Digital Defynd provides you with a list of various Data Science courses from multiple institutions and universities, such as MIT, Harvard, IBM, Michigan University, etc. These courses are created by expert faculty of the universities, who have years of experience in teaching data science concepts. The best part of Digital Defynd is that you don’t have to search for Data Science programs particularly, you can get all the details related to every Data Science program on this single platform, and then choose the best one based on their rating and reviews. Also, you will get to know whether the courses are integrated with a certification program or not.

 

Key USPs –

– Access all the Data Science courses and programs provided over the internet at one place without any external search

– Learn what you will get with the courses, such as topics included in the classes, project involved in the programs, or quizzes

– Analyze the value of Data Science courses available online with their rating and reviews provided by users

– Know how much time it would take for an individual to complete the course and earn a certification exam

– Check every single detail from the comfort of your home

 

Duration: Self-paced

Rating: 4.7 out of 5

You can Sign up Here

 

 

Advanced Data Analytics for Managers (IIM Kozhikode)

This course has been archived

IIM Kozhikode offers a professional certificate program in Advanced Data Analytics that’ll enhance your analytical skills to make real-time and data-driven business decisions. The course is taught by prominent IIM Kozhikode faculty and offers insights on exploratory data analysis, Machine Learning algorithms, and data visualization. There are ten modules to train the professionals in techniques like social media analytics, data visualization, statistical inference, and text mining, which are essential for maximizing business growth. Besides, you’ll get to test your concepts with real-world examples, practical sessions, and case studies to identify data insight and to make effective business decisions.

 

Key USPs – 

– Gain an understanding of data analytics and data structures to explore and visualize data for meaningful insights, along with using an analytical tool like R to analyze complex data sets.

– Know how to explore text mining analysis, techniques for social media applications, applications of predictive, descriptive, and prescriptive analytics to improve analytical skills.

– Get the skills and knowledge needed to manage data science and analytics teams at your organization.

– Learn more about tools and techniques utilized in Data Analytics and ML for business applications.

 

Duration: 10 Months

Rating: 4.5 out of 5

You can Sign up Here

 

So those were some of the best and free data analytics courses available online. Hope you found something suiting your needs. We wish you happy learning!