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Learner Reviews & Feedback for Data Science Methodology by IBM Skills Network

18,836 ratings

About the Course

If there is a shortcut to becoming a Data Scientist, then learning to think and work like a successful Data Scientist is it. Most of the established data scientists follow a similar methodology for solving Data Science problems. In this course you will learn and then apply this methodology that can be used to tackle any Data Science scenario. The purpose of this course is to share a methodology that can be used within data science, to ensure that the data used in problem solving is relevant and properly manipulated to address the question at hand. Accordingly, in this course, you will learn: - The major steps involved in practicing data science - Forming a business/research problem, collecting, preparing & analyzing data, building a model, deploying a model and understanding the importance of feedback - Apply the 6 stages of the CRISP-DM methodology, the most popular methodology for Data Science and Data Mining problems - How data scientists think! To apply the methodology, you will work on a real-world inspired scenario and work with Jupyter Notebooks using Python to develop hands-on experience....

Top reviews


Jun 18, 2021

Very interesting course. It shed a light on what the structured approach really is. It's worth to pause for a moment with every step of the methodology and think how to apply it in real life. Thanks!


May 13, 2019

This is a proper course which will make you to understand each and every stage of Data science methodology. Lectures are well enough to make you think as a data scientist. Thank you fr this course :)

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1751 - 1775 of 2,347 Reviews for Data Science Methodology

By Shivam M

Aug 1, 2019

The methodology is good for creating a framework within which data analytics problems can be solved.


Feb 4, 2021

I think the final peer reviewed assignement should have more detail, more focused and not so "free"

By Sergio H

May 23, 2020

Very detailed and instructive way to put some frame on possible future data science project to face

By Mohamed H I

Jul 28, 2018

good as an overview. But for me it was more theoretical concepts than on hand practicing practical.

By Haris A

Aug 26, 2021

I have a unique experience to how to handle big data to find the answers to the business problems.

By Laken J B

Apr 10, 2020

Really enjoyed this! Hopefully it keeps getting better! Final assignment was also very well done!

By Nathan P

Oct 10, 2019

Good overview of key methods in data science. Sometimes wish they went into a little more detail.

By Tricia T

Jun 23, 2021

Provided a high level view of the workflow by going through the different stages of the workflow

By Luisa N C d O

Dec 13, 2019

É muito bom, pena que não tem tradução pra outros idiomas e quando tem não é em todos os vídeos.

By ACTraveler

Mar 18, 2019

A good intro into the data science methodology. It reminds me of a product development cycle.

By Stella S M

Jan 12, 2019

Good course with easy to follow framework.

The labs are good for reinforcing acquired material

By Vikrant B

Aug 3, 2018

A good start to apply some methodology to Data science projects and stop them going haywire.

By Ananya D M d 0

Jan 27, 2022

It was an amazing and knowledgeable course which would further help in my higher studies..

By Daisaku Y

Feb 11, 2021


By Bugra C

Jan 20, 2021

Gave me a good idea on project modelling. I would give 5 stars if there was more exercises.

By Rajat K

Sep 17, 2019

course content could be made more catering to a beginner by picking up a simpler case study

By Joaquin F

May 13, 2019

The tests are confusing and misleading, even when you go through the material several times

By Shashank R B

Mar 19, 2019

It would be helpful if some reading resources also as this course requires a deeper study.

By Vasu S

Jun 13, 2021

It's a good course but some more case studies can be included for a better understanding.

By Fabrice B

May 21, 2020

Very nice overview of the data science methodology, process, stages, techniques and tools

By sunita v

Apr 14, 2020

I had Amazing experience through out the course. Learn lots of new concepts.It was great.

By Vince T

Nov 22, 2020

Really good introduction to methodology. Can't wait to do the next course in the series.

By Shailesh k T

Aug 7, 2020

The course is very helpful and interactive to understand variou stages of Data Science

By Long N K H

May 31, 2020

This incredible course provides me the methods that I can apply to real world problems

By Jude S D S

May 8, 2020

The last peer-graded assignment is not a good idea...should be reviewed by teachers.