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Luca Massaron
The Kaggle Workbook
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1161892The Kaggle Workbookhttps://www.gandhi.com.mx/the-kaggle-workbook/phttps://gandhi.vtexassets.com/arquivos/ids/1088195/ba14d930-b8e3-47d0-bcf6-32f024357a9e.jpg?v=638337349360800000468493MXNPackt PublishingInStock/Ebooks/1154765The Kaggle Workbook468493https://www.gandhi.com.mx/the-kaggle-workbook/phttps://gandhi.vtexassets.com/arquivos/ids/1088195/ba14d930-b8e3-47d0-bcf6-32f024357a9e.jpg?v=638337349360800000InStockMXN99999DIEbook20239781804610114_W3siaWQiOiJiNzdjMDY0NC1lNjY4LTQ3Y2UtOTM4Yi1lYjczZTkwMTk1ZTYiLCJsaXN0UHJpY2UiOjQ5MywiZGlzY291bnQiOjI1LCJzZWxsaW5nUHJpY2UiOjQ2OCwiaW5jbHVkZXNUYXgiOnRydWUsInByaWNlVHlwZSI6Ildob2xlc2FsZSIsImN1cnJlbmN5IjoiTVhOIiwiZnJvbSI6IjIwMjQtMDQtMDhUMTY6MDA6MDBaIiwicmVnaW9uIjoiTVgiLCJpc1ByZW9yZGVyIjpmYWxzZX1d9781804610114_<p><strong>Get on the leader boards in Kaggle competitions and learn valuable skills to supercharge your data science and machine learning career</strong></p><h4>Key Features</h4><ul><li>Explore data science, original ideas, and winning solutions from past Kaggle competitions</li><li>Challenge yourself and start thinking like a Kaggle Grandmaster</li><li>Fill your portfolio with impressive case studies that will come in handy during interviews</li></ul><h4>Book Description</h4><p>More than 80,000 Kaggle novices currently participate in Kaggle competitions. To help them navigate the often-overwhelming world of Kaggle, two Grandmasters put their heads together to write The Kaggle Book. The first guidebook on techniques for success has since made plenty of waves in the community. Now, theyve come back with an even more practical approach based on hands-on exercises that can help you start thinking like an experienced data scientist.</p><p>In this book, youll get up close and personal with four extensive case studies based on past Kaggle competitions. Youll:</p><p>Learn how bright minds predicted which drivers would likely avoid filing insurance claims in Brazil</p><p>See how expert Kagglers estimated the uncertainty distribution of Walmart unit sales</p><p>Discover the different solutions on how to identify the type of disease present on cassava leaves that were discovered in 2021</p><p>And learn how the Kaggle community classified detected toxic content on Quora with NLP</p><p>You can use this workbook as a supplement alongside the Kaggle Book or on its own alongside resources available on the Kaggle website and other online communities. Whatever path you choose, this workbook will help make you a formidable Kaggle competitor.</p><h4>What you will learn</h4><ul><li>Boost your data science skillset with a curated selection of exercises</li><li>Combine different methods to create better solutions</li><li>Case studies and exercises to take your data modeling skills further</li><li>Get a deeper insight into NLP and how it can help you solve unlikely challenges</li><li>Sharpen your knowledge of time-series forecasting</li><li>Challenge yourself to become a better data scientist</li></ul><h4>Who This Book Is For</h4><p>If youre new to Kaggle and want to sink your teeth into practical exercises, start with The Kaggle Book, first. A basic understanding of the Kaggle platform, along with knowledge of machine learning and data science is a prerequisite.</p><p>This book is suitable for anyone starting their Kaggle journey or veterans trying to get better at it. Data analysts/scientists who want to do better in Kaggle competitions and secure jobs with tech giants will find this book helpful.</p><h4>Table of Contents</h4><ol><li>The most renown tabular competition: Porto Seguros Safe Driver Prediction</li><li>The Makridakis competitions: M5 on Kaggle for accuracy and uncertainty</li><li>Vision competition: Cassava Leaf Disease classification</li><li>NLP competition: Quora insincere questions classification</li></ol>(*_*)9781804610114_<p><b>Move up the Kaggle leaderboards and supercharge your data science and machine learning career by analyzing famous competitions and working through exercises. Purchase of the print or Kindle book includes a free eBook in PDF format.</b></p><h2>Key Features</h2><ul><li>Challenge yourself to start thinking like a Kaggle Grandmaster</li><li>Fill your portfolio with impressive case studies that will come in handy during interviews</li><li>Packed with exercises and notes pages for you to enhance your skills and record key findings</li></ul><h2>Book Description</h2>More than 80,000 Kaggle novices currently participate in Kaggle competitions. To help them navigate the often-overwhelming world of Kaggle, two Grandmasters put their heads together to write The Kaggle Book, which made plenty of waves in the community. Now, theyve come back with an even more practical approach based on hands-on exercises that can help you start thinking like an experienced data scientist. In this book, youll get up close and personal with four extensive case studies based on past Kaggle competitions. Youll learn how bright minds predicted which drivers would likely avoid filing insurance claims in Brazil and see how expert Kagglers used gradient-boosting methods to model Walmart unit sales time-series data. Get into computer vision by discovering different solutions for identifying the type of disease present on cassava leaves. And see how the Kaggle community created predictive algorithms to solve the natural language processing problem of subjective question-answering. You can use this workbook as a supplement alongside The Kaggle Book or on its own alongside resources available on the Kaggle website and other online communities. Whatever path you choose, this workbook will help make you a formidable Kaggle competitor.<h2>What you will learn</h2><ul><li>Take your modeling to the next level by analyzing different case studies</li><li>Boost your data science skillset with a curated selection of exercises</li><li>Combine different methods to create better solutions</li><li>Get a deeper insight into NLP and how it can help you solve unlikely challenges</li><li>Sharpen your knowledge of time-series forecasting</li><li>Challenge yourself to become a better data scientist</li></ul><h2>Who this book is for</h2><p>If youre new to Kaggle and want to sink your teeth into practical exercises, start with The Kaggle Book, first. A basic understanding of the Kaggle platform, along with knowledge of machine learning and data science is a prerequisite. This book is suitable for anyone starting their Kaggle journey or veterans trying to get better at it. Data analysts/scientists who want to do better in Kaggle competitions and secure jobs with tech giants will find this book helpful.</p>...9781804610114_Packt Publishinglibro_electonico_0ff05691-f686-3cd0-b24e-71288a3759ee_9781804610114;9781804610114_9781804610114Luca MassaronInglésMéxicohttps://getbook.kobo.com/koboid-prod-public/packt-epub-f7112519-ab77-4d9c-8dda-4b6cb7146c64.epub2023-02-24T00:00:00+00:00Packt Publishing