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IBM

Introduction to Data Analytics

Ready to start a career in Data Analysis but don’t know where to begin? This course presents you with a gentle introduction to Data Analysis, the role of a Data Analyst, and the tools used in this job. You will learn about the skills and responsibilities of a data analyst and hear from several data experts sharing their tips & advice to start a career. This course will help you to differentiate between the roles of Data Analysts, Data Scientists, and Data Engineers. You will familiarize yourself with the data ecosystem, alongside Databases, Data Warehouses, Data Marts, Data Lakes and Data Pipelines. Continue this exciting journey and discover Big Data platforms such as Hadoop, Hive, and Spark. By the end of this course you’ll be able to understand the fundamentals of the data analysis process including gathering, cleaning, analyzing and sharing data and communicating your insights with the use of visualizations and dashboard tools. This all comes together in the final project where it will test your knowledge of the course material, and provide a real-world scenario of data analysis tasks. This course does not require any prior data analysis, spreadsheet, or computer science experience.

Status: Apache Hive
Status: Apache Spark
BeginnerCourse11 hours

Featured reviews

JS

5.0Reviewed Jul 20, 2023

All content was related and helpful, the only issue I see is the final assessment, peer graded. It looks like some students who want to get feedback on others', do not read the answers at all !

UV

5.0Reviewed Sep 17, 2024

Thank you for creating this course. As a beginner trying to become mor analytically sound using data analytics, it was a great start to see the extent of tools that we can in subsequent courses.

AG

5.0Reviewed Sep 9, 2021

A great job is done in providing professional background and knowledge on Data Analytics!! Learned more on tools, and gained new insights on analytics from IBM staff. Thank you for a great course!

SC

5.0Reviewed Oct 16, 2021

Pretty good course. In my opinion the reading material was a bit brief and did not really cover the quiz questions. Other than that though it was pretty clear and relatively easy to understand.

JC

5.0Reviewed Jun 12, 2022

T​his course offers a deep insight on the details of how to do the job of a data analyst. While it is an overview of the whole process, there is a lot of information to unpack. Highly recommend.

ES

5.0Reviewed May 15, 2025

Easy to understand. With feedback from real live data analysts and scientist, they inject positive remarks for me toalign through with this trajectory. Looking forward to my future as Data Analyst

HA

5.0Reviewed May 10, 2021

I must say as a Coursera learner, this course is unmatched in it's rigor, vividness of concepts and precision of demonstration and layout. Thanks to all those who put this piece of art together.

SR

5.0Reviewed Jun 16, 2023

Definitely one of the best intro of Data analyst Every aspire should learn this to know the technologies involved in data analyst profession it is foundation for a every Data carrier. thank you!

SK

5.0Reviewed Dec 2, 2025

I enjoyed IBM's Introduction to Data Analytics course. The videos, readings, practice quizzes, and graded quizzes were all very helpful for learning and strengthening my understanding of new skills.

EN

5.0Reviewed Jan 31, 2025

As a beginner, this course opened my eyes to understand that I've been involved in data analytics in the past without knowing. Its a strong foundation for beginners in the field of Data Analytics.

MZ

5.0Reviewed Jan 3, 2024

Really impressed with the course outline. quizes and graded assignment really are challenging and a great way to challenge your learning. I'm thankful to Coursera for providing this opportunity.

MS

5.0Reviewed May 3, 2023

A very structured course to give basic and useful insight to the world of data analysis. From zero, one absorbs the possible levels of details and requirements to get into the world of data analysis.

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