Ml Demystified
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Machine Learning Demystified
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Author : Barrett Williams
language : en
Publisher: Barrett Williams
Release Date : 2025-06-21
Machine Learning Demystified written by Barrett Williams and has been published by Barrett Williams this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-21 with Computers categories.
Unlock the potential of the digital future with "Machine Learning Demystified," a comprehensive guide that simplifies the complex world of artificial intelligence. Designed for learners at every level, this eBook transforms intricate machine learning concepts into digestible insights, empowering you to harness the power of AI across diverse industries. Beginning with an introduction to the world of machine learning and the pivotal role it plays in the evolution of artificial intelligence, the book guides you through fundamental concepts like supervised, unsupervised, and reinforcement learning. Each section breaks down sophisticated topics into clear, understandable lessons. Dive into key algorithms like decision trees, linear regression, and neural networks, with dedicated chapters that walk you through the architecture and training of neural nets. Explore what sets deep learning apart and discover its exciting applications, from healthcare innovations to cutting-edge finance solutions, and beyond. "Machine Learning Demystified" equips you with practical tools for handling and preprocessing data, ensuring data quality and augmentation are well understood. Learn to evaluate model performance and tackle common challenges, such as avoiding overfitting and ensuring cross-validation. Beyond technical prowess, this eBook addresses ethical considerations, emphasizing the importance of bias mitigation, privacy concerns, and transparency in AI systems. Further, explore the rapidly evolving landscape of machine learning technologies, from popular libraries to emerging cloud-based solutions. Examine real-world case studies showcasing innovative uses of machine learning across business, technology, and the public sector. Discover future trends like AutoML and quantum machine learning, directing you towards the future trajectory of AI. Whether you are getting started on your journey or building a personalized learning path, "Machine Learning Demystified" offers valuable resources, communities, and insights to support your ongoing exploration. Reflect on the transformative impact of simplified machine learning and embrace a journey of knowledge empowerment and discovery.
Cloud Data Architectures Demystified
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Author : Ashok Boddeda
language : en
Publisher: BPB Publications
Release Date : 2023-09-27
Cloud Data Architectures Demystified written by Ashok Boddeda and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-27 with Computers categories.
Learn using Cloud data technologies for improving data analytics and decision-making capabilities for your organization KEY FEATURES ● Get familiar with the fundamentals of data architecture and Cloud computing. ● Design and deploy enterprise data architectures on the Cloud. ● Learn how to leverage AI/ML to gain insights from data. DESCRIPTION Cloud data architectures are a valuable tool for organizations that want to use data to make better decisions. By understanding the different components of Cloud data architectures and the benefits they offer, organizations can select the right architecture for their needs. This book is a holistic guide for using Cloud data technologies to ingest, transform, and analyze data. It covers the entire data lifecycle, from collecting data to transforming it into actionable insights. The readers will get a comprehensive overview of Cloud data technologies and AI/ML algorithms. The readers will learn how to use these technologies and algorithms to improve decision-making, optimize operations, and identify new opportunities. By the end of the book, you will have a comprehensive understanding of loud data architectures and the confidence to implement effective solutions that drive business success. WHAT YOU WILL LEARN ● Learn the fundamental principles of data architecture. ● Understand the working of different cloud ecosystems such as AWS, Azure & GCP. ● Explore different Snowflake data services. ● Learn how to implement data governance policies and procedures. ● Use artificial intelligence (AI) and machine learning (ML) to gain insights from data. WHO THIS BOOK IS FOR This book is for executives, IT professionals, and data enthusiasts who want to learn more about Cloud data architectures. It does not require any prior experience, but a basic understanding of data concepts and technology landscapes will be helpful. TABLE OF CONTENTS 1. Data Architectures and Patterns 2. Enterprise Data Architectures 3. Cloud Fundamentals 4. Azure Data Eco-system 5. AWS Data Services 6. Google Data Services 7. Snowflake Data Eco-system 8. Data Governance 9. Data Intelligence: AI-ML Modeling and Services
Models Demystified
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Author : Michael Clark
language : en
Publisher: CRC Press
Release Date : 2025-08-15
Models Demystified written by Michael Clark and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-15 with Mathematics categories.
Unlock the Power of Data Science and Machine Learning In this comprehensive guide, we delve into the world of data science, machine learning, and AI modeling, providing readers with a robust foundation and practical skills to tackle real-world problems. From basic modeling techniques to advanced machine learning algorithms, this book covers a wide range of topics,ensuring that readers at all levels can benefit from its content. Each chapter is meticulously crafted to offer clear explanations, hands-on examples, and code snippets in both Python and R, making complex concepts accessible and actionable. Additional focus is placed on model interpretation and estimation, common data issues, modeling pitfalls to avoid, and best practices for modeling in general.
Ml Demystified
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Author : Ivan Kuznietsov
language : en
Publisher: Independently Published
Release Date : 2023-06-29
Ml Demystified written by Ivan Kuznietsov and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-29 with Computers categories.
Unleash the Power of Machine Learning with "ML Demystified: Unlocking the Power of Machine Learning without the Jargon." This book is your key to demystifying Machine Learning concepts, whether you're a non-technician or a seasoned professional. With clear explanations and real-world examples, this guide empowers you to grasp the transformative potential of Machine Learning without getting lost in technical complexities. Key Features: Engaging storytelling ensures easy comprehension without compromising depth. Clear explanations and relatable examples make Machine Learning accessible to readers from all backgrounds. Master the principles of Machine Learning, from algorithms to data preprocessing and feature engineering. Navigate ethical considerations and understand the responsible use of Machine Learning. Explore the game-changing applications of Machine Learning in industries like finance, healthcare, and more. Embark on an educational journey with Ivan to unravel the secrets of Machine Learning together. Whether you're a beginner or have some technical background, this book equips you with the confidence and understanding to navigate the world of Machine Learning. Note: This book is part of the "AI from A to Z" book series, a comprehensive collection demystifying AI for both non-technicians and technicians.
Interpretable Machine Learning
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Author : Christoph Molnar
language : en
Publisher: Lulu.com
Release Date : 2020
Interpretable Machine Learning written by Christoph Molnar and has been published by Lulu.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with Computers categories.
This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.
Ai Demystified A Beginner S Handbook
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Author : Shashwat Raj
language : en
Publisher: Amazon Kindle Direct Publishing
Release Date : 2023-10-09
Ai Demystified A Beginner S Handbook written by Shashwat Raj and has been published by Amazon Kindle Direct Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-09 with Antiques & Collectibles categories.
Welcome to "AI Demystified - A Beginner's Handbook." In the age of rapidly advancing technology, the world of artificial intelligence (AI) is more fascinating and accessible than ever before. Whether you're a curious individual eager to learn or a budding professional looking to kickstart a career in AI, this book is your gateway to understanding the essentials of artificial intelligence.
Molecular Medicine Demystified
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Author : Nikhil Moorchung
language : en
Publisher: Wolters kluwer india Pvt Ltd
Release Date : 2018-08-28
Molecular Medicine Demystified written by Nikhil Moorchung and has been published by Wolters kluwer india Pvt Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-28 with Medical categories.
This book explains the basic concepts of macromolecules and describes the different molecular biology methods which are used in laboratory practice. It explains the practical utilities of these techniques and their use in day-to-day practice and research. It has a large number of illustrations and real life examples which would be of interest to doctors.The book is meant for undergraduate and post graduate students who want to comprehend the basic concepts of molecular biology before moving on to more advanced textbooks. It will also serve as a comprehensive textbook for practicing doctors in various specialities who are interested in molecular biology.
Revolutionize Your Warehouse
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Author : Somil Nishar
language : en
Publisher: Somil Nishar
Release Date : 2023-10-31
Revolutionize Your Warehouse written by Somil Nishar and has been published by Somil Nishar this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-31 with Business & Economics categories.
"Revolutionize Your Warehouse: Embrace the Smart Technology That Will Transform Your Business" is a comprehensive guide that explores the evolving landscape of warehouse management. Focusing on the integration of smart technologies such as the Internet of Things (IoT), Artificial Intelligence (AI), Big Data analytics, and automation, the book offers actionable insights and strategies for successfully implementing these technologies. With in-depth discussions on topics such as warehouse optimization, demand forecasting, process automation, and data security, "Revolutionize Your Warehouse" provides a roadmap for businesses looking to enhance efficiency, improve customer satisfaction, and stay ahead in the rapidly changing world of warehouse management.
Television Technology Demystified
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Author : Aleksandar Louis Todorovic
language : en
Publisher: CRC Press
Release Date : 2014-08-07
Television Technology Demystified written by Aleksandar Louis Todorovic and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-08-07 with Performing Arts categories.
"Television Technology Demystified" is written for non-technical television production professionals. Journalists, program producers, camera persons, editors, and other television professionals need to know how equipment works, which performance levels are achievable, how to evaluate the technical quality of picture and sound, and other aspects of production; this book presents these and other essential concepts in a simple and non-mathematical way. Aleksandar-Louis Todorovic, a highly respected and well-known figure in the broadcasting community, has succeeded in making complex technology understandable.
Big Data Demystified
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Author : David Stephenson
language : en
Publisher: Pearson UK
Release Date : 2018-02-19
Big Data Demystified written by David Stephenson and has been published by Pearson UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-19 with Business & Economics categories.
The full text downloaded to your computer With eBooks you can: search for key concepts, words and phrases make highlights and notes as you study share your notes with friends eBooks are downloaded to your computer and accessible either offline through the Bookshelf (available as a free download), available online and also via the iPad and Android apps. Upon purchase, you'll gain instant access to this eBook. Time limit The eBooks products do not have an expiry date. You will continue to access your digital ebook products whilst you have your Bookshelf installed. 'Big Data' refers to a new class of data, to which 'big' doesn't quite do it justice. Much like an ocean is more than simply a deeper swimming pool, big data is fundamentally different to traditional data and needs a whole new approach. Packed with examples and case studies, this clear, comprehensive book will show you how to accumulate and utilise 'big data' in order to develop your business strategy. Big Data Demystified is your practical guide to help you draw deeper insights from the vast information at your fingertips; you will be able to understand customer motivations, speed up production lines, and even offer personalised experiences to each and every customer. With 20 years of industry experience, David Stephenson shows how big data can give you the best competitive edge, and why it is integral to the future of your business.