{"product_id":"machine-learning-with-python-principles-and-practical-techniques-paperback-softback-9781009170246","title":"Machine Learning with Python; Principles and Practical Techniques (Paperback \/ softback) 9781009170246","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eMachine Learning with Python\u003c\/font\u003e\u003cbr\u003e\r\n\u003cfont size=\"5\"\u003ePrinciples and Practical Techniques\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cem\u003eA textbook covering the fundamentals of machine learning algorithms and their implementation using the Python programming language.\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eParteek Bhatia (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9781009170246, Cambridge University Press\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePaperback \/ softback, published 26 March 2026\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e850 pages\u003cbr\u003e15 x 15 x 3.6 cm, 1.351 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003eMachine learning has become a dominant problem-solving technique in the modern world, with applications ranging from search engines and social media to self-driving cars and artificial intelligence. This lucid textbook presents the theoretical foundations of machine learning algorithms, and then illustrates each concept with its detailed implementation in Python to allow beginners to effectively implement the principles in real-world applications. All major techniques, such as regression, classification, clustering, deep learning, and association mining, have been illustrated using step-by-step coding instructions to help inculcate a 'learning by doing' approach. The book has no prerequisites, and covers the subject from the ground up, including a detailed introductory chapter on the Python language. As such, it is going to be a valuable resource not only for students of computer science, but also for anyone looking for a foundation in the subject, as well as professionals looking for a ready reckoner.\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eAcknowledgements\u003cbr\u003e Preface\u003cbr\u003e Chapter 1. Beginning with Machine Learning\u003cbr\u003e Chapter 2. Introduction to Python\u003cbr\u003e Chapter 3. Data Pre-processing\u003cbr\u003e Chapter 4. Implementing Data Pre-processing in Python\u003cbr\u003e Chapter 5. Simple Linear Regression\u003cbr\u003e Chapter 6. Implementing Simple Linear Regression\u003cbr\u003e Chapter 7. Multiple Linear Regression and Polynomial Linear Regression\u003cbr\u003e Chapter 8. Implementing Multiple Linear Regression and Polynomial Linear Regression\u003cbr\u003e Chapter 9. Classification\u003cbr\u003e Chapter 10. Support Vector Machine Classifier\u003cbr\u003e Chapter 11. Implementing Classification\u003cbr\u003e Chapter 12. Clustering\u003cbr\u003e Chapter 13. Implementing Clustering\u003cbr\u003e Chapter 14. Association Mining\u003cbr\u003e Chapter 15. Implementing Association Mining\u003cbr\u003e Chapter 16. Artificial Neural Network\u003cbr\u003e Chapter 17. Implementing the Artificial Neural Network\u003cbr\u003e Chapter 18. Deep Learning and Convolutional Neural Network\u003cbr\u003e Chapter 19. Implementing Convolutional Neural Network\u003cbr\u003e Chapter 20. Recurrent Neural Network\u003cbr\u003e Chapter 21. Implementing Recurrent Neural Network\u003cbr\u003e Chapter 22. Genetic Algorithm for Machine Learning\u003cbr\u003e Index.\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Pattern recognition [\u003ca title=\"See our other books on Pattern recognition\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Pattern%20recognition%20%5BUYQP%5D%22\"\u003eUYQP\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Cambridge University Press","offers":[{"title":"Brand New","offer_id":52458454581528,"sku":"9781009170246","price":33.89,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9781009170246i.jpg?v=1785373421","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/machine-learning-with-python-principles-and-practical-techniques-paperback-softback-9781009170246","provider":"Freshly Printed Books","version":"1.0","type":"link"}