The Kaggle Book
- Paperback: 530 pages
- Publisher: WOW! eBook (April 22, 2022)
- Language: English
- ISBN-10: 1801817472
- ISBN-13: 978-1801817479
The Kaggle Book: Get a step ahead of your competitors with insights from over 30 Kaggle Masters and Grandmasters. Discover tips, tricks, and best practices for competing effectively on Kaggle and becoming a better data scientist.
Millions of data enthusiasts from around the world compete on Kaggle, the most famous data science competition platform of them all. Participating in Kaggle competitions is a surefire way to improve your data analysis skills, network with an amazing community of data scientists, and gain valuable experience to help grow your career.
The first book of its kind, The Kaggle Book assembles in one place the techniques and skills you’ll need for success in competitions, data science projects, and beyond. Two Kaggle Grandmasters walk you through modeling strategies you won’t easily find elsewhere, and the knowledge they’ve accumulated along the way. As well as Kaggle-specific tips, you’ll learn more general techniques for approaching tasks based on image, tabular, textual data, and reinforcement learning. You’ll design better validation schemes and work more comfortably with different evaluation metrics.
Whether you want to climb the ranks of Kaggle, build some more data science skills, or improve the accuracy of your existing models, The Kaggle Book book is for you.
- Get acquainted with Kaggle as a competition platform
- Make the most of Kaggle Notebooks, Datasets, and Discussion forums
- Create a portfolio of projects and ideas to get further in your career
- Design k-fold and probabilistic validation schemes
- Get to grips with common and never-before-seen evaluation metrics
- Understand binary and multi-class classification and object detection
- Approach NLP and time series tasks more effectively
- Handle simulation and optimization competitions on Kaggle
Plus, join our Discord Community to learn along with more than 1,000 members and meet like-minded people!
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