Original article was published by Christopher Dossman on Deep Learning on Medium
Top AI and Machine learning books for Business leaders in 2020
Highly Recommended AI and ML books for Business Leaders
Imagine what it would be like if you could get knowledge and insights that would motivate and influence your business decisions towards increased business intelligence, efficiency, effectiveness, and growth — what would that be worth to you?
Think about this. It is unlikely that Einstein and other scholars would have come achieved successful conclusions unless they had learned from the recorded knowledge of mathematicians and scientists who preceded them.
As a business leader, reading is a key ingredient to business success. Top business leaders know this and are always reading to stay ahead of the curve and remain competitive.
In this guide, I have put up a comprehensive list of the top 10 Machine Learning books for business leaders in 2020. The list is informed by my learning experience as Google Developer Expert in Machine Learning, as well as recommendations, public mentions, and ratings. I encourage you to check out all the descriptions and see what can help you take a deep successful dive when it comes to leveraging AI and machine learning for business.
Let the countdown begin!
Applied Artificial Intelligence was selected as CES 2018 Top Technology Book of the Year and it is not without reason.
The book is the best practical guide for business leaders who are passionate about leveraging machine intelligence to enhance business productivity.
So, if you have been wondering how you can implement AI into your business to increase revenue or decrease costs, how to distinguish true value from AI hype, how to recruit AI talent, how to identify the best business cases for AI adoption, and evaluate opportunities, this is the book to provide you with the answers.
Not to bore you with lots of details, the author focuses on helping you drive concrete business decisions through applications of artificial intelligence and machine learning. The best part, it comprises many numerous examples of companies that have already successfully implemented AI strategies. I highly recommend it for any business executive looking to understand more about AI’s true value and potential applications in business. If that’s you, grab yourself a copy!
Artificial Intelligence and Machine Learning for Business is a quick read that delivers a simple and concise introduction for both business people and managers
You’ll like the way the book introduces artificial intelligence technology in a straightforward manner — complex AI terms and concepts, predictive analytics, statistics, and so on are clearly laid out in everyday language.
The book is well written, concise, and engaging and a perfect read for both technical and non-technical audiences alike. If you are a data scientist, the book teaches you how to frame your project properly, set the right expectations for success and how to effectively translate your the business question, and more
For non-technical business leaders looking to engage a data science team, this book will arm you with just the right level of understanding to understand and talk the ‘data’ language.
If you’re in business and are thinking of implementing AI systems, I strongly recommend that you grab a copy of this book. It will demystify the jargon, help improve your decisions, and maybe save you some money! I can’t recommend it highly enough!
After thirty years of pioneering work in AI at Google China, Microsoft, Apple, and other companies, Dr. Kai-Fu Lee is one of the most respected experts on AI. In this thought-provoking book, he reveals the race between the US and China, and that China has suddenly caught up to the US at an astonishingly rapid and unexpected pace.
It’s what makes this one of the most important books for business leaders in the current AI era. Dr. Lee provides numerous real-world scenarios illustrating parallels and divergences, coupled with entertaining personal experiences. He talks about the rise of China’s tech giants such as Alibaba, WeChat, and many others digging deep into step by step of how each one succeeded.
Aren’t you curious already? AI Superpowers is a must-read for every leader who is serious about building AI-driven products — gift yourself a copy.
The business world is no longer the same — have your business adapted? AI and machine learning are increasingly reshaping business and society. Indisputably, organizations that don’t use AI will soon be obsolete. What should business leaders be doing to ensure that they are continually poised for success and keeping up with competitors in the digital era?
Artificial Intelligence: The Insights You Need from Harvard Business Review guidebook brings you up to speed and deepens your understanding of the topics that are shaping future business.
The book is a collection of previously published articles by Tech Thought Leaders that provides a high-level overview of AI as seen through a practical business lens. It explains a business leader’s most essential thinking on what AI is and isn’t, how it’s impacting organizations, the markets, the implications for business leaders — check it out.
Written by Pedro Domingos, a machine learning researcher and a professor at the University of Washington, The Master Algorithm presents a great history and overview of machine learning and AI for non-technical or non-expert readers.
The book will help you understand the many different types of approaches for algorithms, data, and intelligence, along with the benefits and limitations of the specific algorithmic approaches. Pedro uses a lot of real-world examples and analogies making the book a helpful read for people without a technical background.
Overall, the book is interesting and well worth having a read. If you are interested in the subject, go ahead and get the book, and like me, you will have a good read!
As you and I know, AI and machine learning are on a spike. If you are thinking about implementing AI and ML in your company but have no idea where to start, this book could probably do what you need to help you get endless possibilities of what you can achieve with them!
It’s not a long read and does not contain advanced programming examples, however, it’s a great resource on how you can operationalize AI and ML projects. It explains how to utilize ML tools and techniques with big data, as well as how to visualize a predictive model’s analytical results.
That being said, it’s suitable for ML engineers and managers that are looking to develop AI and ML projects to spur business growth and how to be prepared for the challenges when using Artificial Intelligence and Machine Learning.
There’s no denying that it’s becoming increasingly imperative for business leaders to understand AI and machine learning in order to build great data-centric business products and services.
Like its title, AI for People and Business is aimed at helping readers understand the many benefits of AI for both people and businesses. It is therefore suitable for business executives, managers, and non-technical people who are interested in successfully leveraging AI within their companies. It’s also written for ML practitioners interested in business perspectives around AI. The book also provides simplified frameworks and models to help you understand and explain complex AI concepts.
To download chapter 1 for free — go here!
Business analytics and intelligence have changed — Data Scientists are taking over. If you need to understand and master key aspects in business data science, then this book is a must-read.
It takes you through the steps you need to take to apply to deploy best-in-class business data science. Whether you are an engineer or business leader with a desire to go deep on data and learn how to apply ML in real-world business problems to business problems, solve data science programs by scripting in the R programming language, and more.
With data and analytics having become key stakes in contemporary marketing, data science is growing and evolving with developing new algorithms. If you are a business executive in marketing, how can you use the latest data science developments to your advantage?
Jim Sterne put down this book specifically for marketing professionals.
And no, the book will not teach you how to be a data scientist. It provides a tightly-focused introduction to AI and machine learning, how they will revolutionize your company’s marketing strategy, and how you can use them more effectively.
Jim provides a history of AI in marketing and a fantastic foundation on the basics of machine learning for marketers. The book is also loaded with resources and use cases. You’ll like the way Jim gets into how data scientists think and how marketers can work more effectively with them. You’ll also love the discussion about ML tribes. What I liked about the book is how it connects together by demonstrating multi-disciplinary marketing and AI.
AI will continue to transform every aspect of daily life including the way we work. However, the question of whether we are prepared for what the future work environment means comes up.
Mike Walsh is a relevant thought-leader and you’ll be eager to get his book on your hands.
The Algorithmic Leader Provides a practical guide for all leaders and organizations on how to survive and succeed in such a disruptive era. By applying Walsh’s 10 core principles, every business leader will be able to design their own journey of personal transformation, chart a clear path for their team and business by harnessing the power of smart algorithms.
The Algorithmic Leader is a great book on advanced technology and leadership. Even better, the book is such motivation for you to do more with your life and career.
Thank you for reading! I value your comments, so let me know what other books I need to add to the list.
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