{"product_id":"the-kaggle-book-data-analysis-and-machine-learning-for-competitive-data-science-paperback","title":"The Kaggle Book: Data analysis and machine learning for competitive data science - Paperback","description":"\u003cp\u003eby \u003cb\u003eKonrad Banachewicz\u003c\/b\u003e (Author), \u003cb\u003eLuca Massaron\u003c\/b\u003e (Author), \u003cb\u003eAnthony Goldbloom\u003c\/b\u003e (Foreword by)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\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\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\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\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\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 the rest of the community, and gain valuable experience to help grow your career.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThe first book of its kind, The Kaggle Book assembles 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, and textual data, and reinforcement learning. You'll design better validation schemes and work more comfortably with different evaluation metrics.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\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\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\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\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\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\u003eHandle simulation and optimization competitions on Kaggle\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\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\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eA basic understanding of machine learning concepts will help you make the most of this book.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 534\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 1.08 x 9.25 x 7.5 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e April 26, 2022\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":47408773955762,"sku":"9781801817479","price":120.94,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0770\/3891\/1666\/files\/64c8dc50ed9c5bd11a757a323b86aaac.webp?v=1778252548","url":"https:\/\/box.dadyminds.org\/products\/the-kaggle-book-data-analysis-and-machine-learning-for-competitive-data-science-paperback","provider":"DADYMINDS BOX","version":"1.0","type":"link"}