{"product_id":"the-kaggle-workbook-self-learning-exercises-and-valuable-insights-for-kaggle-data-science-competitions-9781804611210","title":"The Kaggle Workbook: Self-learning exercises and valuable insights for Kaggle data science competitions","description":"\u003cp\u003e\u003cstrong\u003eMove up the Kaggle leaderboards and supercharge your data science and machine learning career by analyzing famous competitions and working through exercises.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePurchase of the print or Kindle book includes a free eBook in PDF format.\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\u003eChallenge yourself to start thinking like a Kaggle Grandmaster\u003c\/li\u003e\n\u003cli\u003eFill your portfolio with impressive case studies that will come in handy during interviews\u003c\/li\u003e\n\u003cli\u003ePacked with exercises and notes pages for you to enhance your skills and record key findings\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\u003eMore 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, they've come back with an even more practical approach based on hands-on exercises that can help you start thinking like an experienced data scientist.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eIn this book, you'll get up close and personal with four extensive case studies based on past Kaggle competitions. You'll 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.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eYou 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.\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\u003eTake your modeling to the next level by analyzing different case studies\u003c\/li\u003e\n\u003cli\u003eBoost your data science skillset with a curated selection of exercises\u003c\/li\u003e\n\u003cli\u003eCombine different methods to create better solutions\u003c\/li\u003e\n\u003cli\u003eGet a deeper insight into NLP and how it can help you solve unlikely challenges\u003c\/li\u003e\n\u003cli\u003eSharpen your knowledge of time-series forecasting\u003c\/li\u003e\n\u003cli\u003eChallenge yourself to become a better data scientist\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\u003eIf you're 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.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e\u003cbr\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":50456250024210,"sku":"9781804611210","price":27.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_9ee2ae6d-c777-4589-97aa-d7f5a906e43b.jpg?v=1729904303","url":"https:\/\/surprise-castle.myshopify.com\/products\/the-kaggle-workbook-self-learning-exercises-and-valuable-insights-for-kaggle-data-science-competitions-9781804611210","provider":"Surprise Castle","version":"1.0","type":"link"}