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学生对 IBM 提供的 Data Science Methodology 的评价和反馈

4.6
21,036 个评分

课程概述

If there is a shortcut to becoming a Data Scientist, then learning to think and work like a successful Data Scientist is it. In this course, you will learn and then apply this methodology that you can use to tackle any Data Science scenario. You’ll explore two notable data science methodologies, Foundational Data Science Methodology, and the six-stage CRISP-DM data science methodology, and learn how to apply these data science methodologies. Most established data scientists follow these or similar methodologies for solving data science problems. Begin by learning about forming the business/research problem Learn how data scientists obtain, prepare, and analyze data. Discover how applying data science methodology practices helps ensure that the data used for problem-solving is relevant and properly manipulated to address the question. Next, learn about building the data model, deploying that model, data storytelling, and obtaining feedback You’ll think like a data scientist and develop your data science methodology skills using a real-world inspired scenario through progressive labs hosted within Jupyter Notebooks and using Python....

热门审阅

JG

Nov 29, 2019

This was a clear and concise overview of the methodology and using the case study really helped (although sometimes it got a bit advanced considering this comes before actually learning models).

HV

May 16, 2021

A bit more complex than what I would have hoped, but the material is still digestible. I think this course could be improve if the lecturer slow down a bit and spend more time on each topic

筛选依据:

2026 - Data Science Methodology 的 2050 个评论(共 2,683 个)

创建者 Bugra C

Jan 20, 2021

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

创建者 Rajat K

Sep 17, 2019

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

创建者 Joaquin F

May 13, 2019

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

创建者 Shashank R B

Mar 18, 2019

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

创建者 Victor d d

Aug 25, 2023

Some of the videos explaining the medical case example are boring. But the rest is great.

创建者 Vasu S

Jun 12, 2021

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

创建者 Fabrice B

May 21, 2020

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

创建者 sunita v

Apr 13, 2020

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

创建者 Vince T

Nov 22, 2020

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

创建者 Shailesh k T

Aug 7, 2020

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

创建者 Long N K H

May 31, 2020

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

创建者 Jude S D S

May 8, 2020

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

创建者 Luis C M

Mar 19, 2020

I would like to have more investigation and exercises than watching a lot of videos

创建者 Ambuj S

Dec 26, 2023

VERY GOOD COURSE TO GET THE OVERVIEW AND UNDERSTANDING OF DATA SCIENCE METHODOLOGY.

创建者 Language L

Feb 21, 2020

Good lesson, but some of the explanations could have been better or maybe less dry.

创建者 Maksim M

Mar 13, 2019

I got a general idea of Data Science methodology and the flow of a research project

创建者 Richard D

Apr 18, 2024

Some videos were lacking English transcripts which make it a lot easier to follow.

创建者 Rithwik P

Apr 26, 2020

I feel it could be a little more simplified near the modelling and evaluation bits

创建者 juadolfob

Mar 31, 2020

Too many videos, I would appreciate more lectures.

The labs are really great !!! :)

创建者 Vaibhav A

Apr 6, 2020

Didn't find enough explanation on Machine Learning Model applied during modeling.

创建者 Luis O L E F

Nov 5, 2019

Nice introductory course for the basic steps to follow in a data science project.

创建者 Mike

Jan 29, 2019

Very good course. The example is a bit odd one - or we could say the explanation.

创建者 Andrew A

Jun 27, 2024

this course has given me more understanding of the business face of data science

创建者 Keno K

May 3, 2021

Good course on methodology, would prefer even more exercises like the final one.

创建者 Mohammad S A

May 3, 2019

I think the examples would be more precise to understand the methodology better.