Data Science Masterclass Complete Course [PDF]

Content

1. Data science in a big data world 1
2. The data science process 22
3. Machine learning 57
4. Handling large data on a single computer 85
5. First steps in big data 119
6. Join the NoSQL movement 150
7. The rise of graph databases 190
8. Text mining and text analytics 218
9. Data visualization to the end user 253

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Beginning Data Science in R [PDF]

Content

1. Perform data science and analytics using statistics and the R programming language
2. Visualize and explore data, including working with large data sets found in big data
3. Build an R package
4. Test and check your code
5. Practice version control
6. Profile and optimize your code

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