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Data Science Bookcamp

Five real-world Python projects
by Leonard Apeltsin
The cover of Data Science Bookcamp
4.5/5 on Goodreads
ISBN 9781617296253
Published in 2021
704 pages

Description

Learn data science with Python by building five real-world projects! Experiment with card game predictions, tracking disease outbreaks, and more, as you build a flexible and intuitive understanding of data science.

In Data Science Bookcamp you will learn:

  • Techniques for computing and plotting probabilities
  • Statistical analysis using Scipy
  • How to organize datasets with clustering algorithms
  • How to visualize complex multi-variable datasets
  • How to train a decision tree machine learning algorithm

In Data Science Bookcamp you’ll test and build your knowledge of Python with the kind of open-ended problems that professional data scientists work on every day. Downloadable data sets and thoroughly-explained solutions help you lock in what you’ve learned, building your confidence and making you ready for an exciting new data science career.