{"product_id":"9780262542364","title":"Introduction To Computation And Programm","description":"\u003cdiv\u003e\n\u003cp\u003eThis practical, beginner-friendly guide introduces computational problem solving through Python. It’s designed for readers with little or no programming experience and aims to equip them with data-focused skills, from modeling and interpreting data to a first look at machine learning. The book is ideal for college students starting in computer science or data science, high school or lifelong learners curious about computation, and anyone who wants concrete, hands-on programming experience. The tone is encouraging, clear, and focused on building confidence through practical practice and real-world applications.\u003c\/p\u003e \u003cp\u003eContent is presented in a structured, code-forward format that combines concise explanations with runnable Python examples. Readers work with widely used libraries such as numpy, matplotlib, random, pandas, and sklearn, applying concepts to small projects that illustrate computation, data manipulation, visualization, and predictive modeling. The learning experience is engaging thanks to accessible explanations, concrete code blocks, and guided steps that make complex ideas approachable.\u003c\/p\u003e \u003cp\u003eWhat makes this book distinctive is its blend of computational thinking with practical applications. You progress through topics by solving real problems, visualizing results, and gradually expanding complexity. The approach embraces interactive learning and activity-based learning, encouraging experimentation and iteration. An online resource provides all code and an errata sheet, making it easy to practice, revisit material, and validate results as you learn.\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eFoundations of Python programming and computational thinking with hands-on practice\u003c\/li\u003e\n\u003cli\u003ePractical projects and exercises using numpy, matplotlib, pandas, and sklearn\u003c\/li\u003e\n\u003cli\u003eIntroduction to data modeling, data interpretation, visualization, and basic machine learning concepts\u003c\/li\u003e\n\u003cli\u003eClear, code-focused explanations with runnable examples and visual demonstrations\u003c\/li\u003e\n\u003cli\u003eOnline access to full code and an errata sheet on the publisher’s website for ongoing support\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003eAfter finishing, readers gain solid programming skills and the ability to approach data-driven tasks with confidence. They develop curiosity, a methodical problem-solving mindset, and a foundation for further study in data science and machine learning, leaving them equipped to explore computation as a practical tool in real-world contexts.\u003c\/p\u003e\n\u003c\/div\u003e","brand":"Crossword.in","offers":[{"title":"Default Title","offer_id":48540550889689,"sku":"9780262542364","price":6270.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0648\/3066\/9017\/files\/7150NqIr5mL._SL1500.jpg?v=1776679421","url":"https:\/\/www.crossword.in\/products\/9780262542364","provider":"Crossword.in ","version":"1.0","type":"link"}