Chevron Left
返回到 Data Science Methodology

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:

2001 - Data Science Methodology 的 2025 个评论(共 2,683 个)

创建者 Monica S

Sep 4, 2018

Pretty solid information. Great for the novice with no background. Loved that it was basic and useful.

创建者 Joshua A (

Jan 27, 2022

Some interactive activities like vocabulary matching may help with recall and word/process definitions.

创建者 Utsav D

Oct 7, 2020

i think this course needs more practice cases so we can get much more comfortable with the methodology

创建者 Siwarak L

Sep 21, 2019

Some of the detail was briefly covered, learners need to research more from other educational sources.

创建者 BAO W

Sep 2, 2019

Since I believe this course is an important stage of the certificate, three sections may be too short.

创建者 David G

Jan 10, 2024

Un excelente marco que permite comprender el problema antes de abordar e implementar una estrategia.

创建者 Germán G

Oct 19, 2021

More examples are needed and that the modeling programs have more comments to know what is happening

创建者 Vasanthaenian S

Apr 2, 2020

It gives a brief introduction to Data Science Methodology and explains it well with proper examples.

创建者 Friscian V C

Nov 21, 2019

I enjoyed the course thoroughly but I wish more details were given for a deeper learning experience.

创建者 Shivam M

Aug 1, 2019

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

创建者 Barış O

Dec 23, 2023

its not realy enough for experimental teaching. but it can explain the things clearly with examples

创建者 JOAQUÍN M A

Feb 4, 2021

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

创建者 Sergio H G

May 23, 2020

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

创建者 Mohamed H I

Jul 28, 2018

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

创建者 Haris A

Aug 26, 2021

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

创建者 Laken B

Apr 10, 2020

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

创建者 Nathan P

Oct 10, 2019

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

创建者 Tricia T

Jun 23, 2021

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

创建者 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.

创建者 Nirmal B

Sep 12, 2023

It helps you clear your concepts on data science methodologies using examples and case study.

创建者 ACTraveler

Mar 18, 2019

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

创建者 Stella S M

Jan 12, 2019

Good course with easy to follow framework.

The labs are good for reinforcing acquired material

创建者 Vikrant B

Aug 2, 2018

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

创建者 Ananya D M d 0

Jan 27, 2022

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

创建者 Daisaku Y

Feb 10, 2021

方法論を学ぶよい機会でした。事例をもとに説明をしているところが多かったのですが、各ステージでおこなうことをもう少し整理して示していただけると、より理解しやすい内容になると感じました。