{"product_id":"essentials-of-python-for-artificial-intelligence-and-machine-learning-9783031437243","title":"Essentials of Python for Artificial Intelligence and Machine Learning","description":"\u003cp\u003e\u003c\/p\u003e\u003cblockquote\u003e\n\u003cbr\u003eThis book provides an introduction to Python for Machine Learning and Artificial Intelligence, covering advanced module features and their applications in probability, statistical testing, signal processing, financial forecasting, and more. It emphasizes problem-solving experience with real-world examples and best practices for deploying Python on a cloud infrastructure. \u003c\/blockquote\u003e\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Hardback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 509 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 15 February 2024\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Springer International Publishing AG\u003cbr\u003e\u003c\/p\u003e \u003cp\u003e\u003cbr\u003eThis comprehensive book delves into the fundamentals of Python, catering to the rapidly evolving domains of Machine Learning (ML) and Artificial Intelligence (AI). Authored by experts, it explores the advanced module features of Python and applies them across a wide range of applications, including probability, statistical testing, signal processing, financial forecasting, and more. The book covers essential topics such as mathematical operations with array data structures, data manipulation, data cleaning, machine learning, data pipeline, probability density functions, interpolation, visualization, and other high-performance benefits utilizing core scientific packages like NumPy, Pandas, SciPy, Sklearn\/Scikit learn, and Matplotlib. By providing hands-on problem-solving experiences, readers will gain a deep understanding of these powerful platforms and their applications in addressing engineering and scientific challenges related to ML and AI. Numerous real-world examples and case studies are included to illustrate the practical applications of Python techniques. Additionally, the authors emphasize best practices in the industry for utilizing Python in AI and ML, with a detailed explanation of deploying solutions on a cloud infrastructure. This book serves as a valuable resource for professionals, researchers, and enthusiasts seeking to leverage Python's capabilities in these cutting-edge fields.\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis comprehensive book delves into the fundamentals of Python, catering to the rapidly evolving domains of Machine Learning (ML) and Artificial Intelligence (AI). Authored by experts, it explores the advanced module features of Python and applies them across a wide range of applications, including probability, statistical testing, signal processing, financial forecasting, and more. The book covers essential topics such as mathematical operations with array data structures, data manipulation, data cleaning, machine learning, data pipeline, probability density functions, interpolation, visualization, and other high-performance benefits utilizing core scientific packages like NumPy, Pandas, SciPy, Sklearn\/Scikit learn, and Matplotlib. By providing hands-on problem-solving experiences, readers will gain a deep understanding of these powerful platforms and their applications in addressing engineering and scientific challenges related to ML and AI. Numerous real-world examples and case studies are included to illustrate the practical applications of Python techniques. Additionally, the authors emphasize best practices in the industry for utilizing Python in AI and ML, with a detailed explanation of deploying solutions on a cloud infrastructure. This book serves as a valuable resource for professionals, researchers, and enthusiasts seeking to leverage Python's capabilities in these cutting-edge fields.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWeight\u003c\/strong\u003e: 1059g\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 240 x 168 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9783031437243\u003cbr\u003e \u003cstrong\u003eEdition number\u003c\/strong\u003e: 1st ed. 2024\u003c\/p\u003e","brand":"Pramod Gupta,Anupam Bagchi","offers":[{"title":"Hardback","offer_id":45266204328186,"sku":"9783031437243","price":41.64,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/products\/1709305373031_book.jpg?v=1709364235","url":"https:\/\/shulphink.com\/products\/essentials-of-python-for-artificial-intelligence-and-machine-learning-9783031437243","provider":"Shulph Ink","version":"1.0","type":"link"}