{"product_id":"python-for-data-science-and-machine-learning-explore-data-science-tools-with-python-to-build-predictive-models-9798286867738","title":"Python for Data Science and Machine Learning: Explore Data Science Tools with Python to Build Predictive Models","description":"\u003cp\u003e • Author(s): Rafael Sanders | Miguel Farmer | Boozman Richard\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Programming Languages - Python\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eBuild Smarter Solutions-Master Data Science and Machine Learning with Python\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eReady to turn data into actionable insights-and predictions?\u003cbr\u003e\u003cb\u003ePython for Data Science and Machine Learning\u003c\/b\u003e is your hands-on guide to using Python's most powerful libraries to analyze data, visualize trends, and create machine learning models that solve real-world problems.\u003c\/p\u003e\u003cp\u003eWhether you're a beginner or advancing your data science career, this book breaks down complex concepts into clear, practical steps-giving you the confidence to work with real datasets and build intelligent systems.\u003c\/p\u003eWhat You'll Learn: \u003cul\u003e\n\u003cli\u003e\u003cp\u003eCore data science workflow: collection, cleaning, analysis, and visualization\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003ePython tools: NumPy, pandas, Matplotlib, Seaborn, Scikit-learn, and more\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eBuilding predictive models: regression, classification, clustering\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eMachine learning algorithms made simple-no heavy math required\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eModel evaluation: accuracy, confusion matrix, cross-validation\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eReal-world projects: sentiment analysis, customer segmentation, fraud detection\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eBest practices for working with large datasets\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eTips for optimizing performance and avoiding overfitting\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eFoundations of deep learning and AI with Python\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWith practical examples and real datasets, this book gives you the tools and skills to go from data science theory to building models that matter.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eIf you want to become a data-driven problem solver, this book is your launchpad.\u003c\/b\u003e\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46335407882391,"sku":"9798286867738","price":1838.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798286867738.webp?v=1768674846","url":"https:\/\/atlanticbooks.com\/products\/python-for-data-science-and-machine-learning-explore-data-science-tools-with-python-to-build-predictive-models-9798286867738","provider":"Atlantic Books","version":"1.0","type":"link"}