{"product_id":"machine-learning-for-healthcare-analytics-projects-pbuild-smart-ai-applications-using-neural-network-methodologies-across-the-healthcare-vertical-market-p","title":"Machine Learning for Healthcare Analytics Projects","description":"\u003cdiv aria-expanded=\"true\" class=\"a-expander-content a-expander-partial-collapse-content a-expander-content-expanded\" style=\"box-sizing: border-box; overflow: hidden; position: relative; color: rgb(15, 17, 17); font-family: \" amazon ember arial sans-serif font-size:=\"\" padding-bottom:=\"\"\u003e\n\u003ch4 style=\"box-sizing: border-box; padding: 0px 0px 4px; margin: 0px; text-rendering: optimizelegibility; font-weight: 700; font-size: 18px; line-height: 24px;\"\u003eBook Description\u003c\/h4\u003e\n\u003cp style=\"box-sizing: border-box; padding: 0px; margin: 0px 0px 14px;\"\u003eMachine Learning (ML) has changed the way organizations and individuals use data to improve the efficiency of a system. ML algorithms allow strategists to deal with a variety of structured, unstructured, and semi-structured data. Machine Learning for Healthcare Analytics Projects is packed with new approaches and methodologies for creating powerful solutions for healthcare analytics.\u003c\/p\u003e\n\u003cp style=\"box-sizing: border-box; padding: 0px; margin: -4px 0px 14px;\"\u003eThis book will teach you how to implement key machine learning algorithms and walk you through their use cases by employing a range of libraries from the Python ecosystem. You will build five end-to-end projects to evaluate the efficiency of Artificial Intelligence (AI) applications for carrying out simple-to-complex healthcare analytics tasks. With each project, you will gain new insights, which will then help you handle healthcare data efficiently. As you make your way through the book, you will use ML to detect cancer in a set of patients using support vector machines (SVMs) and k-Nearest neighbors (KNN) models. In the final chapters, you will create a deep neural network in Keras to predict the onset of diabetes in a huge dataset of patients. You will also learn how to predict heart diseases using neural networks.\u003c\/p\u003e\n\u003cp style=\"box-sizing: border-box; padding: 0px; margin: -4px 0px 14px;\"\u003eBy the end of this book, you will have learned how to address long-standing challenges, provide specialized solutions for how to deal with them, and carry out a range of cognitive tasks in the healthcare domain.\u003c\/p\u003e\n\u003ch4 style=\"box-sizing: border-box; padding: 0px 0px 4px; margin: 0px; text-rendering: optimizelegibility; font-weight: 700; font-size: 18px; line-height: 24px; color: rgb(15, 17, 17); font-family: \" amazon ember arial sans-serif\u003eKey Features\u003c\/h4\u003e\n\u003cul style=\"box-sizing: border-box; margin: 0px 0px 0px 18px; color: rgb(15, 17, 17); padding-right: 0px; padding-left: 0px; font-family: \" amazon ember arial sans-serif font-size:\u003e\n\u003cli style=\"box-sizing: border-box; list-style: disc; overflow-wrap: break-word; margin: 0px;\"\u003eDevelop a range of healthcare analytics projects using real-world datasets\u003c\/li\u003e\n\u003cli style=\"box-sizing: border-box; list-style: disc; overflow-wrap: break-word; margin: 0px;\"\u003eImplement key machine learning algorithms using a range of libraries from the Python ecosystem\u003c\/li\u003e\n\u003cli style=\"box-sizing: border-box; list-style: disc; overflow-wrap: break-word; margin: 0px;\"\u003eAccomplish intermediate-to-complex tasks by building smart AI applications using neural network methodologies\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch4 style=\"box-sizing: border-box; padding: 0px 0px 4px; margin: 0px; text-rendering: optimizelegibility; font-weight: 700; font-size: 18px; line-height: 24px;\"\u003eWhat you will learn\u003c\/h4\u003e\n\u003cul style=\"box-sizing: border-box; margin: 0px 0px 0px 18px; padding-right: 0px; padding-left: 0px;\"\u003e\n\u003cli style=\"box-sizing: border-box; list-style: disc; overflow-wrap: break-word; margin: 0px;\"\u003eExplore super imaging and natural language processing (NLP) to classify DNA sequencing\u003c\/li\u003e\n\u003cli style=\"box-sizing: border-box; list-style: disc; overflow-wrap: break-word; margin: 0px;\"\u003eDetect cancer based on the cell information provided to the SVM\u003c\/li\u003e\n\u003cli style=\"box-sizing: border-box; list-style: disc; overflow-wrap: break-word; margin: 0px;\"\u003eApply supervised learning techniques to diagnose autism spectrum disorder (ASD)\u003c\/li\u003e\n\u003cli style=\"box-sizing: border-box; list-style: disc; overflow-wrap: break-word; margin: 0px;\"\u003eImplement a deep learning grid and deep neural networks for detecting diabetes\u003c\/li\u003e\n\u003cli style=\"box-sizing: border-box; list-style: disc; overflow-wrap: break-word; margin: 0px;\"\u003eAnalyze data from blood pressure, heart rate, and cholesterol level tests using neural networks\u003c\/li\u003e\n\u003cli style=\"box-sizing: border-box; list-style: disc; overflow-wrap: break-word; margin: 0px;\"\u003eUse ML algorithms to detect autistic disorders\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch4 style=\"box-sizing: border-box; padding: 0px 0px 4px; margin: 0px; text-rendering: optimizelegibility; font-weight: 700; font-size: 18px; line-height: 24px;\"\u003eWho this book is for\u003c\/h4\u003e\n\u003cp style=\"box-sizing: border-box; padding: 0px; margin: 0px 0px 14px;\"\u003eMachine Learning for Healthcare Analytics Projects is for data scientists, machine learning engineers, and healthcare professionals who want to implement machine learning algorithms to build smart AI applications. Basic knowledge of Python or any programming language is expected to get the most from this book.\u003c\/p\u003e\n\u003ch4 style=\"box-sizing: border-box; padding: 0px 0px 4px; margin: 0px; text-rendering: optimizelegibility; font-weight: 700; font-size: 18px; line-height: 24px;\"\u003eTable of Contents\u003c\/h4\u003e\n\u003col style=\"box-sizing: border-box; margin: 0px 0px 0px 20px; padding-right: 0px; padding-left: 0px;\"\u003e\n\u003cli style=\"box-sizing: border-box; list-style: decimal; overflow-wrap: break-word; margin: 0px;\"\u003eBreast Cancer Detection\u003c\/li\u003e\n\u003cli style=\"box-sizing: border-box; list-style: decimal; overflow-wrap: break-word; margin: 0px;\"\u003eDiabetes Onset Detection\u003c\/li\u003e\n\u003cli style=\"box-sizing: border-box; list-style: decimal; overflow-wrap: break-word; margin: 0px;\"\u003eDNA classification\u003c\/li\u003e\n\u003cli style=\"box-sizing: border-box; list-style: decimal; overflow-wrap: break-word; margin: 0px;\"\u003eDiagnosing Coronary Artery Disease Using machine Learning\u003c\/li\u003e\n\u003cli style=\"box-sizing: border-box; list-style: decimal; overflow-wrap: break-word; margin: 0px;\"\u003eScreening Children for Autistic Spectrum Disorder using machine learnin\u003c\/li\u003e\n\u003c\/ol\u003e\n\u003c\/div\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":50506231152710,"sku":"9781789536591","price":1424.25,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0754\/2797\/1142\/files\/9781789536591-us.jpg?v=1790323800","url":"https:\/\/cb-india.com\/products\/machine-learning-for-healthcare-analytics-projects-pbuild-smart-ai-applications-using-neural-network-methodologies-across-the-healthcare-vertical-market-p","provider":"Computer Bookshop (India) Pvt Ltd","version":"1.0","type":"link"}