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Why Machines Learn: The Elegant Math Behind Modern Ai
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A Rich, Narrative Explanation Of The Mathematics That Has Brought Us Machine Learning And The Ongoing Explosion Of Artificial Intelligencemachine Learning Systems Are Making Lifealtering Decisions For Us: Approving Mortgage Loans, Determining Whether A Tumour Is Cancerous, Or Deciding Whether Someone Gets Bail. They Now Influence Developments And Discoveries In Chemistry, Biology, And Physicsthe Study Of Genomes, Extrasolar Planets, Even The Intricacies Of Quantum Systems. And All This Before Large Language Models Such As Chatgpt Came On The Scene.We Are Living Through A Revolution In Machine Learningpowered Ai That Shows No Signs Of Slowing Down. This Technology Is Based On Relatively Simple Mathematical Ideas, Some Of Which Go Back Centuries, Including Linear Algebra And Calculus, The Stuff Of Seventeenth And Eighteenthcentury Mathematics. It Took The Birth And Advancement Of Computer Science And The Kindling Of 1990S Computer Chips Designed For Video Games To Ignite The Explosion Of Ai That We See Today. In This Enlightening Book, Anil Ananthaswamy Explains The Fundamental Math Behind Machine Learning, While Suggesting Intriguing Links Between Artifical And Natural Intelligence. Might The Same Math Underpin Them Both?As Ananthaswamy Resonantly Concludes, To Make Safe And Effective Use Of Artificial Intelligence, We Need To Understand Its Profound Capabilities And Limitations, The Clues To Which Lie In The Math That Makes Machine Learning Possible.
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- Q: What is the page count of the book? A: The book contains four hundred eighty pages. This extensive length allows for a thorough exploration of the mathematics behind artificial intelligence.
- Q: What are the dimensions of the book? A: The book measures six point twenty-six inches in length, one point fifty-four inches in width, and nine point three inches in height. These dimensions make it a standard-sized hardcover book.
- Q: What type of binding does the book have? A: The book is bound in hardcover. This type of binding provides durability and a premium feel.
- Q: Who is the author of the book? A: The author is Anil Ananthaswamy. He presents complex mathematical concepts in an accessible narrative.
- Q: What is the main subject of the book? A: The book focuses on the mathematics behind machine learning. It explores how these mathematical principles influence modern artificial intelligence.
- Q: What is the intended audience for the book? A: The book is suitable for anyone interested in artificial intelligence and mathematics. It caters to both beginners and those with a foundational understanding of the subject.
- Q: How do I apply the concepts learned in the book? A: Readers can apply the concepts by understanding the fundamental math behind machine learning. This knowledge can be beneficial in various fields, including technology and science.
- Q: Is this book suitable for beginners in AI? A: Yes, this book is suitable for beginners. It provides a narrative style that makes complex topics easier to grasp.
- Q: Can this book benefit professionals in the tech industry? A: Yes, professionals in the tech industry can benefit from this book. It offers insights into the mathematical foundations of AI that can enhance their understanding and application.
- Q: How should I store the book to keep it in good condition? A: Store the book upright in a cool, dry place. Avoid exposure to direct sunlight to prevent fading and damage.
- Q: Are there any special care instructions for the book? A: No special care instructions are needed. Just handle it with care to maintain its condition.
- Q: How do I clean the book if it gets dirty? A: To clean the book, gently wipe the cover with a soft, dry cloth. Avoid using water or cleaning solutions.
- Q: What if the book arrives damaged? A: If the book arrives damaged, contact the seller for a return or replacement. They typically offer customer support for such issues.
- Q: Is there a return policy for this book? A: Yes, there is usually a return policy. Check with the seller for specific details on returns and refunds.
- Q: What if I have trouble understanding the content? A: If you have trouble understanding the content, consider looking for supplementary resources like online courses or discussion groups. These can help clarify complex concepts.