Data Science Bookcamp cover art

Data Science Bookcamp

Five Real-World Python Projects

Preview

Try Premium Plus free
1 credit a month to buy any audiobook in our entire collection.
Access to thousands of additional audiobooks and Originals from the Plus Catalogue.
Member-only deals & discounts.
Auto-renews at $16.45/mo after 30 days. Cancel anytime.

Data Science Bookcamp

By: Leonard Apeltsin
Narrated by: Julie Brierley
Try Premium Plus free

$16.45 per month after 30 days. Cancel anytime.

Buy Now for $33.99

Buy Now for $33.99

Confirm Purchase
Pay using voucher balance (if applicable) then card ending in
By confirming your purchase, you agree to Audible's Conditions Of Use and Privacy Notice and authorise Audible to charge your designated credit card or another available credit card on file.
Cancel

About this listen

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
  • Web scraping
  • 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.

About the Technology

A data science project has a lot of moving parts, and it takes practice and skill to get all the code, algorithms, datasets, formats, and visualizations working together harmoniously. This unique audiobook guides you through five realistic projects, including tracking disease outbreaks from news headlines, analyzing social networks, and finding relevant patterns in ad click data.

About the Audiobook

Data Science Bookcamp doesn’t stop with surface-level theory and toy examples. As you work through each project, you’ll learn how to troubleshoot common problems like missing data, messy data, and algorithms that don’t quite fit the model you’re building. You’ll appreciate the detailed setup instructions and the fully explained solutions that highlight common failure points.

For listeners who know the basics of Python. No prior data science or machine learning skills required.

About the Author

Leonard Apeltsin is the head of data science at Anomaly, where his team applies advanced analytics to uncover healthcare fraud, waste, and abuse.

PLEASE NOTE: When you purchase this title, the accompanying PDF will be available in your Audible Library along with the audio.

©2021 Manning Publications (P)2022 Manning Publications
Programming Languages Machine Learning Data Science Programming

What listeners say about Data Science Bookcamp

Average Customer Ratings

Reviews - Please select the tabs below to change the source of reviews.

In the spirit of reconciliation, Audible acknowledges the Traditional Custodians of country throughout Australia and their connections to land, sea and community. We pay our respect to their elders past and present and extend that respect to all Aboriginal and Torres Strait Islander peoples today.