AI Breakthroughs

AI Breakthroughs
Author :
Publisher : Educohack Press
Total Pages : 152
Release :
ISBN-10 : 9789361522130
ISBN-13 : 9361522132
Rating : 4/5 (132 Downloads)

Book Synopsis AI Breakthroughs by : Gopee Mukhopadhyay

Download or read book AI Breakthroughs written by Gopee Mukhopadhyay and published by Educohack Press. This book was released on 2025-01-03 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: The illustrations in this book are created by “Team Educohack”. AI Breakthroughs: Theories and Concepts for Today is designed to guide readers through the essential scientific and technological principles that make artificial intelligence (AI) possible. We aim to enhance understanding of AI's development and its pervasive role in our lives. We explore two fundamental questions: Should AI replicate human performance through machines, or should it emulate the way humans think and act? This book discusses "classical AI" and machine learning (ML), the two main approaches to AI. While classical AI, dating back to the 1960s, uses logic and representations to mimic human reasoning, ML, a newer method, focuses on manipulating numbers and statistical patterns to find answers. Drawing insights from Daniel Kahneman's Behavioral Economics, we demonstrate that purely rational AI, operating solely on logical symbols, does not reflect human thought processes. This book is crafted to support students, helping them grasp each concept in detail and ensuring they benefit from a thorough understanding of AI.


AI Breakthroughs Related Books

Better Deep Learning
Language: en
Pages: 575
Authors: Jason Brownlee
Categories: Computers
Type: BOOK - Published: 2018-12-13 - Publisher: Machine Learning Mastery

DOWNLOAD EBOOK

Deep learning neural networks have become easy to define and fit, but are still hard to configure. Discover exactly how to improve the performance of deep learn
Grokking Deep Learning
Language: en
Pages: 492
Authors: Andrew W. Trask
Categories: Computers
Type: BOOK - Published: 2019-01-23 - Publisher: Simon and Schuster

DOWNLOAD EBOOK

Summary Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Tras
The Principles of Deep Learning Theory
Language: en
Pages: 473
Authors: Daniel A. Roberts
Categories: Computers
Type: BOOK - Published: 2022-05-26 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

This volume develops an effective theory approach to understanding deep neural networks of practical relevance.
AI Breakthroughs
Language: en
Pages: 152
Authors: Gopee Mukhopadhyay
Categories: Computers
Type: BOOK - Published: 2025-01-03 - Publisher: Educohack Press

DOWNLOAD EBOOK

The illustrations in this book are created by “Team Educohack”. AI Breakthroughs: Theories and Concepts for Today is designed to guide readers through the e
Artificial General Intelligence
Language: en
Pages: 323
Authors: Matthew Iklé
Categories: Computers
Type: BOOK - Published: 2018-08-02 - Publisher: Springer

DOWNLOAD EBOOK

This book constitutes the proceedings of the 11th International Conference on Artificial General Intelligence, AGI 2018, held in Prague, Czech Republic, in Augu