{"product_id":"9780367755386","title":"Data Science and Machine Learning for Non-Programmers","description":"As data continues to grow exponentially, knowledge of data science and machine learning has become more crucial than ever. Machine learning has grown exponentially; however, the abundance of resources can be overwhelming, making it challenging for new learners. This book aims to address this disparity and cater to learners from various non-technical fields, enabling them to utilize machine learning effectively.Adopting a hands-on approach, readers are guided through practical implementations using real datasets and SAS Enterprise Miner, a user-friendly data mining software that requires no programming. Throughout the chapters, two large datasets are used consistently, allowing readers to practice all stages of the data mining process within a cohesive project framework. This book also provides specific guidelines and examples on presenting data mining results and reports, enhancing effective communication with stakeholders.Designed as a guiding companion for both beginners and experienced practitioners, this book targets a wide audience, including students, lecturers, researchers, and industry professionals from various backgrounds.","brand":"Dothang Truong","offers":[{"title":"Default Title","offer_id":48415087788350,"sku":"9780367755386","price":5754.93,"currency_code":"ZAR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4357\/7662\/files\/9780367755386_ddf6b7d4-a14c-4477-b71b-05906519b507.jpg?v=1715092221","url":"https:\/\/exclusivebooks.co.za\/products\/9780367755386","provider":"Exclusive Books Online","version":"1.0","type":"link"}