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Learner Reviews & Feedback for Data Analysis with Python by IBM

4.7
stars
19,217 ratings

About the Course

Analyzing data with Python is a key skill for aspiring Data Scientists and Analysts! This course takes you from the basics of importing and cleaning data to building and evaluating predictive models. You’ll learn how to collect data from various sources, wrangle and format it, perform exploratory data analysis (EDA), and create effective visualizations. As you progress, you’ll build linear, multiple, and polynomial regression models, construct data pipelines, and refine your models for better accuracy. Through hands-on labs and projects, you’ll gain practical experience using popular Python libraries such as Pandas, NumPy, Matplotlib, Seaborn, SciPy, and Scikit-learn. These tools will help you manipulate data, create insights, and make predictions. By completing this course, you’ll not only develop strong data analysis skills but also earn a Coursera certificate and an IBM digital badge to showcase your achievement....

Top reviews

RP

Apr 20, 2019

perfect for beginner level. all the concepts with code and parameter wise have been explained excellently. overall best course in making anyone eager to learn from basics to handle advances with ease.

UA

Jul 29, 2020

AN excellent course. Hands-on training on the cloud makes an individual really involved. So far the best online course I have ever taken, and I have learned Python programming a lot from this course.

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2976 - 3000 of 3,034 Reviews for Data Analysis with Python

By Santanu B

Apr 16, 2019

Not a great course. Sometimes it is too fast and the explanations are very short. More hands on exercises would have been more helpful.

By Rajesh W

Oct 17, 2018

There are plenty of mistakes in the videos and in the lab session as well. Hope you guys can clear out those.

By Wayne W M

Oct 2, 2019

This was a very challenging course. Some concepts were difficult to grasp and required additional research

By Mark F

Apr 8, 2020

Frustrating when the peer reviewer doesn't actually understand Python and deducts marks for correct code.

By Hunter I

Apr 17, 2020

Leaned some, but not a whole lot of real-world application, I recommend people take Python courses more

By Ashwin D

Apr 29, 2020

Not enough hands on problems, including variety and volume. Expected more from an IBM program.

By Nathaniel S

Mar 29, 2020

Don't spend your money on IBM Data Science Cert. Course labs are full of bugs and not working.

By Katherine L

Jun 5, 2022

coursework was easy but that damn final assignment was absolute hell for no reason whatsoever

By Edwin S J

May 25, 2019

Suddenly introduced complex codes and statistical functions. Videos were way too fast.

By Somak D

Oct 30, 2018

moderators do not respond to questions raised in forum. leading to incomplete learning

By S I A

Jun 10, 2021

Worst course in the IBM Data Analyst Professional Certificate. Very badly explained.

By ekta s

Mar 2, 2023

too many advanced math concepts used but no explanation of any of them.

By Sahar A

Oct 3, 2021

it was too fast and I didn't understand a lot of things

By Jen E

Jul 31, 2019

So many problems with the lessons and the final project.

By TOUIL M

Sep 4, 2024

Something is off with the assignments of this course

By Md Z S

Mar 11, 2025

slow in process of certification still not issuing

By Rasmi D

Jun 18, 2019

very high level... topics not covered in depth

By Ahmed E

Aug 8, 2020

some commands are not fully explained.

By Pradeep Y

Dec 16, 2021

it is very easy courses

By Žana Š

Jan 26, 2025

Labs doesn't work!

By Jonas T

Apr 21, 2023

Needs Improvement.

By RAHUL P

Nov 19, 2023

good

By 121910319041 M P

Apr 8, 2022

good

By Willy O M

May 19, 2023

A lot of improvement and updates must be done, it's really poorly explained and definitely not for beginners , if i put put myself in a beginner's shoes there is no way i would understand this. 90% of the LABs have issues or not working, getting help from support is a nightmare. This is definitely not how to teach people with zero knowledge, they won't make. I hope that you will take your time and improve it this time because so many people already left 1 star reviews from years ago but still no improvement. I even wonder how this got a 4 stars rate.

By Sébastien F

May 25, 2022

This is the 7th of the 10 modules of IBM data science certificate :

What is Data Science? Tools for Data Science Data Science Methodology Python for Data Science, AI & Development Python Project for Data Science Databases and SQL for Data Science with Python ==> Data Analysis with Python Data Visualization with Python Machine Learning with Python Applied Data Science Capstone

A very dense module, specially the week 5. Labs are confuse and should be reviewed and restructured.

By far the most important module for now, and unfortunately the worst too.