Book
The Kaggle Book
This book serves as a concise path toward cracking Kaggle competitions as well as an all-encompassing guide to upgrading your skills and career as a data scientist.
Offered by
Difficulty Level
Intermediate
Completion Time
17h48m
Language
English
About Book
Who Is This Book For?
This book is suitable for anyone new to Kaggle, veteran users, and anyone in between. Data analysts/scientists who are trying to do better in Kaggle competitions and secure jobs with tech giants will find this book useful. A basic understanding of machine learning concepts will help you make the most of this book.
The Kaggle Book
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 17h48m total length
Introducing Kaggle and Other Data Science Competitions
Organizing Data with Datasets
Working and Learning with Kaggle Notebooks
Leveraging Discussion Forums
Competition Tasks and Metrics
Designing Good Validation
Modeling for Tabular Competitions
Hyperparameter Optimization
Ensembling with Blending and Stacking Solutions
Modeling for Computer Vision
Modeling for NLP
Simulation and Optimization Competitions
Creating Your Portfolio of Projects and Ideas
Finding New Professional Opportunities
Related Resources
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