{"product_id":"developing-kaggle-notebooks-pave-your-way-to-becoming-a-kaggle-notebooks-grandmaster-paperback","title":"Developing Kaggle Notebooks: Pave your way to becoming a Kaggle Notebooks Grandmaster - Paperback","description":"\u003cp\u003eby \u003cb\u003eGabriel Preda\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePrinted in Color\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eDevelop an array of effective strategies and blueprints to approach any new data analysis on the Kaggle platform and create Notebooks with substance, style and impact\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eLeverage the power of Generative AI with Kaggle Models\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePurchase of the print or Kindle book includes a free PDF eBook\u003c\/strong\u003e\u003c\/p\u003eKey Features\u003cul\u003e\n\u003cli\u003eMaster the basics of data ingestion, cleaning, exploration, and prepare to build baseline models\u003c\/li\u003e\n\u003cli\u003eWork robustly with any type, modality, and size of data, be it tabular, text, image, video, or sound\u003c\/li\u003e\n\u003cli\u003eImprove the style and readability of your Notebooks, making them more impactful and compelling\u003c\/li\u003e\n\u003c\/ul\u003eBook Description\u003cp\u003eDeveloping Kaggle Notebooks introduces you to data analysis, with a focus on using Kaggle Notebooks to simultaneously achieve mastery in this fi eld and rise to the top of the Kaggle Notebooks tier. The book is structured as a sevenstep data analysis journey, exploring the features available in Kaggle Notebooks alongside various data analysis techniques.\u003c\/p\u003e\u003cp\u003eFor each topic, we provide one or more notebooks, developing reusable analysis components through Kaggle's Utility Scripts feature, introduced progressively, initially as part of a notebook, and later extracted for use across future notebooks to enhance code reusability on Kaggle. It aims to make the notebooks' code more structured, easy to maintain, and readable.\u003c\/p\u003e\u003cp\u003eAlthough the focus of this book is on data analytics, some examples will guide you in preparing a complete machine learning pipeline using Kaggle Notebooks. Starting from initial data ingestion and data quality assessment, you'll move on to preliminary data analysis, advanced data exploration, feature qualifi cation to build a model baseline, and feature engineering. You'll also delve into hyperparameter tuning to iteratively refi ne your model and prepare for submission in Kaggle competitions. Additionally, the book touches on developing notebooks that leverage the power of generative AI using Kaggle Models.\u003c\/p\u003eWhat you will learn\u003cul\u003e\n\u003cli\u003eApproach a dataset or competition to perform data analysis via a notebook\u003c\/li\u003e\n\u003cli\u003eLearn data ingestion and address issues arising with the ingested data\u003c\/li\u003e\n\u003cli\u003eStructure your code using reusable components\u003c\/li\u003e\n\u003cli\u003eAnalyze in depth both small and large datasets of various types\u003c\/li\u003e\n\u003cli\u003eDistinguish yourself from the crowd with the content of your analysis\u003c\/li\u003e\n\u003cli\u003eEnhance your notebook style with a color scheme and other visual effects\u003c\/li\u003e\n\u003cli\u003eCaptivate your audience with data and compelling storytelling techniques\u003c\/li\u003e\n\u003c\/ul\u003eWho this book is for\u003cp\u003eThis book is suitable for a wide audience with a keen interest in data science and machine learning, looking to use Kaggle Notebooks to improve their skills and rise in the Kaggle Notebooks ranks. This book caters to: \u003c\/p\u003e\u003cp\u003eBeginners on Kaggle from any background\u003c\/p\u003e\u003cp\u003eSeasoned contributors who want to build various skills like ingestion, preparation, exploration, and visualization\u003c\/p\u003e\u003cp\u003eExpert contributors who want to learn from the Grandmasters to rise into the upper Kaggle rankings\u003c\/p\u003e\u003cp\u003eProfessionals who already use Kaggle for learning and competing\u003c\/p\u003eTable of Contents\u003col\u003e\n\u003cli\u003eIntroducing Kaggle and Its Basic Functions\u003c\/li\u003e\n\u003cli\u003eGetting Ready for Your Kaggle Environment\u003c\/li\u003e\n\u003cli\u003eStarting Our Travel - Surviving the Titanic Disaster\u003c\/li\u003e\n\u003cli\u003eTake a Break and Have a Beer or Coffee in London\u003c\/li\u003e\n\u003cli\u003eGet Back to Work and Optimize Microloans for Developing Countries\u003c\/li\u003e\n\u003cli\u003eCan You Predict Bee Subspecies?\u003c\/li\u003e\n\u003cli\u003eText Analysis Is All You Need\u003c\/li\u003e\n\u003cli\u003eAnalyzing Acoustic Signals to Predict the Next Simulated Earthquake\u003c\/li\u003e\n\u003cli\u003eCan You Find Out Which Movie Is a Deepfake?\u003c\/li\u003e\n\u003cli\u003eUnleash the Power of Generative AI with Kaggle Models\u003c\/li\u003e\n\u003cli\u003eClosing Our Journey: How to Stay Relevant and on Top\u003c\/li\u003e\n\u003c\/ol\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 370\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.77 x 9.25 x 7.5 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e December 27, 2023\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":51749300470048,"sku":"9781805128519","price":74.86,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0974\/9764\/5344\/files\/545de6a23830be9ea61032994aad410b.webp?v=1779929388","url":"https:\/\/ebocreations.com\/products\/developing-kaggle-notebooks-pave-your-way-to-becoming-a-kaggle-notebooks-grandmaster-paperback","provider":"The E-Book Oasis LLC","version":"1.0","type":"link"}