Read AI Basics - Books Library

AI Basics

Anand Vemula

4.9/5 (14123 ratings)

Description:AI Basics is a comprehensive guide for anyone seeking to understand the foundational concepts, techniques, tools, and real-world applications of artificial intelligence. Structured across four parts, the book takes readers from the origins of AI to practical project development. Part I, Foundations of Artificial Intelligence, introduces core ideas such as the evolution of AI, types of intelligence (narrow, general, and superintelligence), and how AI differs from machine learning and deep learning. It also builds the mathematical and programming foundations necessary for AI, including linear algebra, probability, and Python-based development using essential libraries like NumPy and Scikit-learn. Part II, Core Techniques in AI, delves into machine learning and deep learning fundamentals. Readers learn about supervised and unsupervised learning, model training, overfitting, neural networks, backpropagation, and gradient descent. It also explores key domains like Natural Language Processing (NLP)—from text preprocessing to large language models—and Computer Vision, including CNNs and object detection. Part III, Tools and Applications, introduces platforms like TensorFlow, PyTorch, Jupyter Notebooks, and cloud AI services. It examines AI’s transformative impact in healthcare, finance, transportation, and robotics, while also addressing ethical concerns like bias, explainability, and regulation. Finally, Part IV, Building Your AI Journey, equips readers to develop and deploy AI projects. It outlines the full lifecycle—from defining problems and collecting data to model evaluation and deployment—emphasizing reproducibility, collaboration, and monitoring. This book is designed for students, professionals, and enthusiasts aiming to enter the world of AI with a strong, practical foundation.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with AI Basics. To get started finding AI Basics, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

Pages: 59

Format: PDF, EPUB & Kindle Edition

Publisher: Anand Vemula

Release: —

ISBN: NqhjEQAAQBAJ

Description: AI Basics is a comprehensive guide for anyone seeking to understand the foundational concepts, techniques, tools, and real-world applications of artificial intelligence. Structured across four parts, the book takes readers from the origins of AI to practical project development. Part I, Foundations of Artificial Intelligence, introduces core ideas such as the evolution of AI, types of intelligence (narrow, general, and superintelligence), and how AI differs from machine learning and deep learning. It also builds the mathematical and programming foundations necessary for AI, including linear algebra, probability, and Python-based development using essential libraries like NumPy and Scikit-learn. Part II, Core Techniques in AI, delves into machine learning and deep learning fundamentals. Readers learn about supervised and unsupervised learning, model training, overfitting, neural networks, backpropagation, and gradient descent. It also explores key domains like Natural Language Processing (NLP)—from text preprocessing to large language models—and Computer Vision, including CNNs and object detection. Part III, Tools and Applications, introduces platforms like TensorFlow, PyTorch, Jupyter Notebooks, and cloud AI services. It examines AI’s transformative impact in healthcare, finance, transportation, and robotics, while also addressing ethical concerns like bias, explainability, and regulation. Finally, Part IV, Building Your AI Journey, equips readers to develop and deploy AI projects. It outlines the full lifecycle—from defining problems and collecting data to model evaluation and deployment—emphasizing reproducibility, collaboration, and monitoring. This book is designed for students, professionals, and enthusiasts aiming to enter the world of AI with a strong, practical foundation.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with AI Basics. To get started finding AI Basics, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

Special Offer | $0.00

Special Offer! | $0.00

AI Basics

AI Basics

More Books

Microsoft Exchange Server 2010 Administrator's Pocket Consultant

Microsoft Exchange Server 2010 Administrator's Pocket Consultant

Hirsch and Brenner's Atlas of EEG in Critical Care

Hirsch and Brenner's Atlas of EEG in Critical Care

Basics of Biblical Greek Grammar

Basics of Biblical Greek Grammar

Computer and Internet Basics Step-by-Step

Computer and Internet Basics Step-by-Step

Turkey Banking and Financial Market Handbook Volume 1 Strategic Information and Basic Laws

Turkey Banking and Financial Market Handbook Volume 1 Strategic Information and Basic Laws

Nitrification in Acid Or Non-basic Soils

Nitrification in Acid Or Non-basic Soils

Basic Readers: pt.1. Streets and roads

Basic Readers: pt.1. Streets and roads

The Effects of a Basic Igneous Intrusion on a Lake Superior Iron-bearing Formation

The Effects of a Basic Igneous Intrusion on a Lake Superior Iron-bearing Formation

American Journal of Mathematics

American Journal of Mathematics