{"product_id":"9781801817479-kaggle-bk","title":"The Kaggle Book","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003eData analysis and machine learning for competitive data science. 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. \u003cp\u003e\u003cb\u003eGet 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.\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003ePurchase of the print or Kindle book includes a free eBook in the PDF format.\u003c\/b\u003e\u003c\/p\u003eKey Features\u003cul\u003e\n\u003cli\u003eLearn how Kaggle works and how to make the most of competitions from over 30 expert Kagglers\u003c\/li\u003e\n\u003cli\u003eSharpen your modeling skills with ensembling, feature engineering, adversarial validation and AutoML\u003c\/li\u003e\n\u003cli\u003eA concise collection of smart data handling techniques for modeling and parameter tuning\u003c\/li\u003e\n\u003c\/ul\u003eBook Description\u003cp\u003eMillions 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.\u003c\/p\u003e \u003cp\u003eThe 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.\u003c\/p\u003e \u003cp\u003eWhether you want to climb the ranks of Kaggle, build some more data science skills, or improve the accuracy of your existing models, this book is for you.\u003c\/p\u003e \u003cp\u003ePlus, join our Discord Community to learn along with more than 1,000 members and meet like-minded people!\u003c\/p\u003eWhat you will learn\u003cul\u003e\n\u003cli\u003eGet acquainted with Kaggle as a competition platform\u003c\/li\u003e\n\u003cli\u003eMake the most of Kaggle Notebooks, Datasets, and Discussion forums\u003c\/li\u003e\n\u003cli\u003eCreate a portfolio of projects and ideas to get further in your career\u003c\/li\u003e\n\u003cli\u003eDesign k-fold and probabilistic validation schemes\u003c\/li\u003e\n\u003cli\u003eGet to grips with common and never-before-seen evaluation metrics\u003c\/li\u003e\n\u003cli\u003eUnderstand binary and multi-class classification and object detection\u003c\/li\u003e\n\u003cli\u003eApproach NLP and time series tasks more effectively\u003c\/li\u003e\n\u003cli\u003eHandle simulation and optimization competitions on Kaggle\u003c\/li\u003e\n\u003c\/ul\u003eWho this book is for\u003cp\u003eThis 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.\u003c\/p\u003e\n\u003cp\u003eA basic understanding of machine learning concepts will help you make the most of this book.\u003c\/p\u003e\n\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":41049466601569,"sku":"9781801817479","price":59.02,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/19ca02dab70a9777b01b2be1efbc0606.png?v=1700715938","url":"https:\/\/www.rarewaves.com\/products\/9781801817479-kaggle-bk","provider":"Rarewaves.com","version":"1.0","type":"link"}