{"product_id":"data-science-real-life-data-science-exercises-included-comprehensive-guide-to-data-science-with-practical-exercises-9798288036279","title":"Data Science Real-Life Data Science Exercises Included: Comprehensive guide to data science with practical exercises","description":"\u003cp\u003e • Author(s): Elian Greystone\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Database Administration \u0026amp; Management\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eLearn Data Science by Doing - Real-World Projects, Practical Exercises, and Essential Theory\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eReady to go beyond the buzzwords and actually \u003cb\u003eapply data science\u003c\/b\u003e in real-world settings? This hands-on guide is your gateway to mastering the tools, concepts, and mindset of a professional data scientist - even if you're just starting out.\u003c\/p\u003e\u003cp\u003eFrom \u003cb\u003edata wrangling and exploratory analysis\u003c\/b\u003e to \u003cb\u003emachine learning and model evaluation\u003c\/b\u003e, this book offers a complete roadmap - plus \u003cb\u003epractical exercises and real datasets\u003c\/b\u003e to help you solidify your understanding through action.\u003c\/p\u003e\u003cbr\u003eWhat You'll Learn: \u003cp\u003e✅ Foundations of data science and the data lifecycle\u003cbr\u003e✅ Data collection, cleaning, and preprocessing techniques\u003cbr\u003e✅ Exploratory data analysis (EDA) using Pandas, NumPy, and Matplotlib\u003cbr\u003e✅ Feature engineering and selection\u003cbr\u003e✅ Supervised and unsupervised machine learning models\u003cbr\u003e✅ Real-world exercises using classification, regression, clustering\u003cbr\u003e✅ Model evaluation, tuning, and deployment basics\u003cbr\u003e✅ Python-based workflows with Scikit-learn, Jupyter, and more\u003cbr\u003e✅ Working with real datasets: sales data, customer data, medical records, and more\u003cbr\u003e✅ Tips for building a data science portfolio for interviews and freelancing\u003c\/p\u003e\u003cp\u003eWhether you're transitioning into data science, studying for interviews, or looking to strengthen your practical skills - this book ensures you learn \u003cb\u003eby doing\u003c\/b\u003e, not just reading.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46335247777943,"sku":"9798288036279","price":1423.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798288036279.webp?v=1768674411","url":"https:\/\/atlanticbooks.com\/products\/data-science-real-life-data-science-exercises-included-comprehensive-guide-to-data-science-with-practical-exercises-9798288036279","provider":"Atlantic Books","version":"1.0","type":"link"}