Название: The Ultimate Data and AI Guide: 150 FAQs About Artificial Intelligence, Machine Learning and Data
Автор: Alexander Thamm, Michael Gramlich, Dr. Alexander Borek
Издательство: Data AI Press
Год: 2020
Страниц: 401
Язык: английский
Формат: pdf, epub
Размер: 20.6 MB

Everything you need to know about data and AI. Are you lost in the buzzword jungle around artificial intelligence, machine learning and big data? This book is here to help. The Ultimate Data and AI Guide provides you with a complete overview and solid understanding of the most important concepts around data, machine learning and AI. It is the result of our work as data practitioners implementing and consulting on 500+ data projects at 100+ companies. Everything you need to know simply explained and organized into 150 FAQs that allow you to navigate the buzzword jungle at ease.

Learn how:
- AI systems are created with machine learning methods
- Big data and AI are driving digital transformation
- Databases and data architectures, including data warehouses and data lakes, work
- Cloud computing has been a real game changer for data storage and processing
- Machine learning and data science projects are managed within companies to create data-driven products and services
- ...and much more; expect to have no blind spot left in the field of data and AI after reading this book!

What you can expect from this book:
- A complete overview of the most important concepts in AI, data and ML
- Simple, hands-on explanations of complex topics, accompanied by 246 clarifying visualizations and tables
- Content organized into 150 FAQs that you can refer to individually or read as a whole
- 63 real-world-inspired case studies based on our experience of 500+ implemented data projects
- Information from practising experts for (aspiring) data practitioners or simply interested readers

Who this book is for:
- (Aspiring) data practitioners, who want to gain a complete overview of the buzzwords and concepts around data, machine learning and AI
- Interested readers who want to understand how AI, machine learning and data are increasingly shaping our economies and societies - no previous knowledge required
- Professionals who are looking for a reference book and who want to know how to leverage data and machine learning methods in their company

What others are saying:

"A unique book that is the go-to reference in the AI and data space. If you are in any way interested in the world of data and AI you owe it to yourself to read this book, there is something to learn for everyone." -Harvinder Atwal, Chief Data Officer at Moneysupermarket.com and Author of Practical DataOps

“This book is not a novel and not an essay. This is a guide, a guide for those who are willing to feel the power of science out of academia, for those who seek for the facts, for those who find it ridiculous to repeat tasks, and for those who have fun unveiling secrets. In this guide you will find answers to the most common questions that we data practitioners have been facing in the last years in business environments. Alex, Alex and Michael did a great job sorting them out, and providing crystal-clear answers. If you are into data-transformation business on any industry, this book is a must. This book is the Hitchhiker's Guide to the Data Galaxy.“ -Dr. Diego Villuendas, Global Head of Data & Analytics, SEAT