{"product_id":"python-for-machine-learning-thompson-carter-9798303523296","title":"Python for Machine Learning: Implement ML Models with Scikit-Learn","description":"Unlock the power of Machine Learning with this comprehensive, hands-on guide that transforms complex ML concepts into practical solutions. Whether you're a data scientist, developer, or ML enthusiast, this book delivers battle-tested strategies for implementing production-ready ML models using Python and scikit-learn. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eWhat You'll Master\u003c\/b\u003e\u003cbr\u003eFrom data preprocessing to model deployment, discover how to build robust ML pipelines that solve real-world problems. Dive deep into classification, regression, clustering, and dimensionality reduction techniques while working with real datasets that matter. \u003cp\u003e\u003c\/p\u003e\u003cb\u003ePractical Focus\u003c\/b\u003e\u003cbr\u003eNo more theoretical jargon - learn through hands-on projects, including sentiment analysis, customer segmentation, and predictive maintenance. Each chapter builds your expertise with industry-standard practices and optimization techniques. \u003cp\u003e\u003c\/p\u003e\u003cb\u003ePerfect For\u003c\/b\u003e\u003cbr\u003e- Python developers ready to level up their ML skills\u003cbr\u003e- Data analysts transitioning to machine learning\u003cbr\u003e- Students seeking practical ML implementation skills \u003cp\u003e\u003c\/p\u003e\u003cb\u003eKey Features\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003cb\u003eModern Techniques\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eMaster the latest scikit-learn features, including pipeline optimization, automated ML workflows, and model evaluation strategies. Learn to fine-tune hyperparameters and build ensemble models that outperform traditional approaches. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eReal-World Applications\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eTransform raw data into valuable insights using production-ready code. Implement advanced techniques for feature engineering, cross-validation, and model selection that actually work in business environments.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Thompson Carter\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798303523296\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/14\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 218\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.66lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.46d","brand":"Thompson Carter","offers":[{"title":"Paperback","offer_id":46670619967743,"sku":"9798303523296","price":19.99,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/python-for-machine-learning-thompson-carter-9798303523296","provider":"WR Book House","version":"1.0","type":"link"}