The Data Scientist’s Toolbox
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Compare Quick Facts
Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
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English | Self Study | Video and Text Based |
Courses and Certificate Fees
Certificate Availability | Certificate Providing Authority |
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yes | Coursera |
The Syllabus
Videos
- Why Automated Videos?
- What is Data Science?
- What is Data?
- Getting Help
- The Data Science Process
Readings
- Welcome
- A Note of Explanation
Practice exercises
- What is Data Science?
- What is Data?
- Getting Help Quiz
- Data Science Process
- Module One Summative Quiz
Videos
- Installing R
- Installing R Studio
- RStudio Tour
- R Packages
- Projects in R
Practice exercises
- Installing R
- Installing R Studio
- RStudio Tour
- R Packages
- Projects in R
- Module Two Summative Quiz
Videos
- Version Control
- Github and Git
- Linking Github and R Studio
- Projects under Version Control
Practice exercises
- Version Control
- GitHub and Git
- Linking Git/GitHub and RStudio
- Projects under Version Control
- Module Three Summative Quiz
Videos
- R Markdown
- Types of Data Science Questions
- Experimental Design
- Big Data
Practice exercises
- R Markdown
- Types of Data Science Questions
- Experimental Design
- Big Data
- Module Four Summative Quiz
Articles