Data Science with Jupyter
Master Data Science skills with easy-to-follow Python examples
1st Edition
Published on 15. January 2019
322 pages
978-93-89423-70-9 (ISBN)
Description
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Prateek Gupta
Data Science with Jupyter: Master Data Science skills with easy-to-follow Python examples
Master Data Science skills with easy-to-follow Python examples
Book
06/2019
BPB Publications
€29.10
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Content
- Cover
- Data Science with Jupyter
- Copyright
- About the Author
- Preface
- Acknowledgements
- Erratta
- Contents
- 1. Data Science Fundamentals
- 2. Installing Software and Setting up
- 3. Lists and Dictionaries
- 4. Function and packages
- 5. NumPy Foundation
- 6. Pandas and Dataframe
- 7. Interacting with Databases
- 8. Thinking Statistically in Data Science
- 9. How to import data in Python?
- 10. Cleaning of imported data
- 11. Data Visualization
- 12. Data Pre-processing
- 13. Supervised Machine Learning
- 14. unsupervised Machine Learning
- 15. Handling time-Series Data
- 16. Time-Series Methods
- 17. Case Study-1
- 18. Case Study-2
- 19. case Study-3
- 20. Case Study-4
- Index
