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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: Data Import/Export
Status: Apache Spark
BeginnerCourse11 hours

Featured reviews

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.

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.

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!

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!

YW

5.0Reviewed Nov 6, 2023

Great deal of information and the course was defiantly and introduction. I learned so much. The one thing I did not like was the peer review instructors should be grading the final assignment.

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.

MB

5.0Reviewed Nov 15, 2020

Course is really helped me understand the concept of Data Analytics. The viewer's points explained What, Why, and how Data Analytics. And the final assignment gives an exact idea about Data analysis.

AA

5.0Reviewed Apr 27, 2025

This course great oppotunity for me which I knew a lot of information in this course.I have no idea to data analytics begining this course but now i have roadmap and going to future experience by IBM

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.

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

ZJ

5.0Reviewed Mar 9, 2022

This is an insightful and educative pathway for me to become a data analyst as it stands. Great thanks to both IBM and our promising Coursera for this opportunity.I see this course as excellent

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Showing: 20 of 4,218

Emily Castillo
2.0
Reviewed Dec 20, 2020
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Reviewed Oct 22, 2020
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