課程信息
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初級

完成時間大約為6 小時

建議:3 weeks of study, 2-3 hours/week...

英語(English)

字幕:英語(English)

100% 在線

立即開始,按照自己的計劃學習。

可靈活調整截止日期

根據您的日程表重置截止日期。

初級

完成時間大約為6 小時

建議:3 weeks of study, 2-3 hours/week...

英語(English)

字幕:英語(English)

教學大綱 - 您將從這門課程中學到什麼

1
完成時間為 3 小時

Introducing Skills Network Labs

This week, you will get an overview of the various data science tools available to you, hosted on Skills Network Labs. You will create an account and start exploring some of the features.

...
3 個閱讀材料, 4 個測驗
3 個閱讀材料
What is Skills Network Labs?10分鐘
Account Features10分鐘
Creating an account.10分鐘
2 個練習
Practice Quiz2分鐘
Quiz 1 - Skills Network Labs30分鐘
完成時間為 2 小時

Jupyter Notebooks

This week, you will learn about a popular data science tool, Jupyter Notebooks, its features, and why they are so popular among data scientists today.

...
2 個視頻 (總計 6 分鐘), 4 個測驗
1 個練習
Quiz 2 - Jupyter Notebooks30分鐘
2
完成時間為 3 小時

Apache Zeppelin Notebooks

This week, you will learn about Apache Zeppelin Notebooks, its feature, and how they are different from Jupyter Notebooks.

...
3 個視頻 (總計 11 分鐘), 3 個測驗
1 個練習
Quiz 3 - Zeppelin Notebooks30分鐘
完成時間為 3 小時

RStudio IDE

This week, you will learn about a popular data science tool used by R programmers. You'll learn about the user interface and how to use its various features.

...
4 個視頻 (總計 12 分鐘), 3 個測驗
1 個練習
Quiz 4 - RStudio IDE30分鐘
3
完成時間為 4 小時

IBM Watson Studio

This week, you will learn about an enterprise-ready data science platform by IBM, called Watson Studio (formerley known as Data Science Experience). You'll learn about some of the features and capabilities of what data scientists use in the industry.

...
4 個視頻 (總計 10 分鐘), 2 個閱讀材料, 2 個測驗
2 個閱讀材料
Preface: What is IBM Watson Studio (formerly Data Science Experience)?5分鐘
Lab - IBM Watson Studio2小時
1 個練習
Quiz 5 - IBM Watson Studio30分鐘
完成時間為 3 小時

Project: Create and share a Jupyter Notebook

...
1 個閱讀材料, 1 個測驗
1 個閱讀材料
IBM Digital Badge2分鐘
4.6
696 個審閱Chevron Right

44%

完成這些課程後已開始新的職業生涯

43%

通過此課程獲得實實在在的工作福利

22%

加薪或升職

來自Open Source tools for Data Science的熱門評論

創建者 RRApr 25th 2019

To the contrast of other reviews, I find the content very well bifurcated and fed to the learners. The course very easily digestable and I have had a great amount of fun learning it.. Go for it!!!!

創建者 SHFeb 1st 2019

All the tools required for ML kick starting was explained very clearly and it helped me a lot in building the understanding of what tools need to be learnt in the field of ML and Data Science.

講師

Avatar

Polong Lin

Data Scientist
IBM Developer Skills Network

關於 IBM

IBM offers a wide range of technology and consulting services; a broad portfolio of middleware for collaboration, predictive analytics, software development and systems management; and the world's most advanced servers and supercomputers. Utilizing its business consulting, technology and R&D expertise, IBM helps clients become "smarter" as the planet becomes more digitally interconnected. IBM invests more than $6 billion a year in R&D, just completing its 21st year of patent leadership. IBM Research has received recognition beyond any commercial technology research organization and is home to 5 Nobel Laureates, 9 US National Medals of Technology, 5 US National Medals of Science, 6 Turing Awards, and 10 Inductees in US Inventors Hall of Fame....

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