Data Science Bookcamp

Five real-world Python projects



Bookstore > Books > Data Science Bookcamp

Price$47.64 - $69.57
Rating
AuthorLeonard Apeltsin
PublisherManning
Published2021
Pages704
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101617296252
ISBN-139781617296253
EBook Hardcover Paperback

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 book guides you through five realistic projects, including tracking disease outbreaks from news headlines, analyzing social networks, and finding relevant patterns in ad click data.

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. In the end, you'll be confident in your skills because you can see the results.




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