Sign-In
Cart
Mastering Algorithms for AI: From Basics to Advanced Techniques
Paperback
Publisher: Eldonusa
Published: Sep 15 2024
Pages: 590
Weight: 1.72
Height: 1.19 Width: 6.00 Depth: 9.00
Language: English
At the heart of AI lies the concept of an algorithm. An algorithm is essentially a step-by-step procedure or formula for solving a problem. In the context of AI, algorithms are used to process data, identify patterns, learn from that data, and make decisions based on the knowledge gained.
AI algorithms differ from traditional algorithms in that they often involve learning and adaptation. Traditional algorithms are rule-based, meaning that the instructions are explicitly programmed and fixed. AI algorithms, particularly in machine learning, are designed to improve over time by learning from data. They can adjust their behavior based on new information, becoming more accurate and efficient as they process more data.
In this book, we aim to demystify AI algorithms and provide you with both theoretical and practical insights into how these algorithms work. Starting from the basics of what an algorithm is, we move toward more complex algorithms and their applications in AI. The book is divided into manageable sections that introduce algorithms in a step-by-step manner, with code examples and projects to reinforce learning. You'll not only understand how algorithms are structured but also how to apply them in real-world AI systems.
Whether you are new to AI or seeking to deepen your expertise, this book will equip you with the tools to build, optimize, and deploy AI algorithms that drive intelligent systems. Our goal is to empower you with the knowledge and skills to navigate the world of AI algorithms, from foundational principles to cutting-edge techniques.
As artificial intelligence (AI) continues to evolve and become increasingly integrated into our daily lives, understanding the underlying algorithms that power AI systems is no longer just the domain of specialists. AI algorithms have become essential tools for professionals in diverse industries, from healthcare and finance to marketing and robotics. But why is it so important to learn AI algorithms specifically? The answer lies in the profound impact these algorithms have on the effectiveness, efficiency, and intelligence of AI systems. Learning AI algorithms is about understanding how machines can solve problems, make decisions, and adapt in ways that mimic - or even surpass - human capabilities.
Mastering Algorithms for AI: From Basics to Advanced Techniques is designed as a comprehensive guide that takes you step-by-step through the world of AI algorithms, starting from foundational concepts and progressing to advanced techniques. Whether you're a beginner looking to enter the field of artificial intelligence or an experienced professional seeking to deepen your understanding, this book provides a clear, structured learning path. The following guidelines will help you make the most of this resource as you embark on your journey to mastering AI algorithms.
Mastering Algorithms for AI: From Basics to Advanced Techniques is designed to be a versatile, comprehensive guide that accommodates learners from all backgrounds. Whether you're a novice or an experienced AI professional, you can use this book to build a solid understanding of AI algorithms, develop practical coding skills, and work on real-world projects that reinforce learning. With its modular structure, hands-on projects, and in-depth theoretical insights, this book serves as both a learning resource and a reference guide, ensuring that you walk away with a deep understanding of AI algorithms and the confidence to apply them in your work or research.
Also from
Elsherif, Hesham Mohamed
Mastering AI Web Development with Replit: Build Your Own Intelligent Websites
Elsherif, Hesham Mohamed
Paperback
AI Powered Libraries: A Practical Guide to Transforming Services and Operations
Elsherif, Hesham Mohamed
Paperback
ChatGPT Dall.E 3: Complete Guide. Third Edition (Large Print Edition)
Elsherif, Hesham Mohamed
Paperback
Step-by-Step Case Study Research: A Practical Guide to Conducting and Applying Case Studies
Elsherif, Hesham Mohamed
Elmeawad, Salwa
Paperback
AI-Powered Learning Blueprint: A Comprehensive Guide to Personalized Education from Childhood to Doctoral Studies - PART I
Elsherif, Hesham Mohamed
Elmeawad, Salwa
Paperback
Mastering Library Leadership: A Handbook for Public Library Directors
Elsherif, Hesham Mohamed
Paperback
Robots in the Workplace: The Future of Employment in the AI Era (Large Print Edition)
Elsherif, Hesham Mohamed
Paperback
Unlocking Knowledge: Leveraging AI to Access Open Educational Resources in Higher Education
Elsherif, Hesham Mohamed
Elmeawad, Salwa
Paperback
The Art of Leadership: A Complete Guide to Lead and Manage Your Staff
Elsherif, Hesham Mohamed
Paperback
A Complete Guide to Qualitative, Quantitative, and Mixed Research Studies
Elsherif, Hesham Mohamed
Paperback
Artificial Intelligence in Data Science and Big Data: Techniques, Tools, and Applications
Elsherif, Hesham Mohamed
Paperback
The Soul in the Machine: Seeking Humanity in AI World (Large Print Edition)
Elsherif, Hesham Mohamed
Paperback
The Complete Guide to Large Language Models: Principles, Practice, and Deployment
Elsherif, Hesham Mohamed
Paperback
Information Architecture: Enhancing User Experience through Artificial Intelligence (Large Print Edition)
Elsherif, Hesham Mohamed
Paperback
AI-Powered Learning Blueprint: A Comprehensive Guide to Personalized Education from Childhood to Doctoral Studies - PART II
Elmeawad, Salwa
Elsherif, Hesham Mohamed
Paperback
Next-Gen Nlp for Business: From Core Concepts to Scalable AI Solutions
Elsherif, Hesham Mohamed
Paperback
Unlocking Your Best Self: A Step-by-Step Journey to Personal Development
Elsherif, Hesham Mohamed
Paperback
Also in
Programming
The Legend of Zelda(tm) Tears of the Kingdom - The Complete Official Guide: Collector's Edition
Piggyback
Hardcover
Accelerate: The Science of Lean Software and DevOps: Building and Scaling High Performing Technology Organizations
Kim, Gene
Forsgren Phd, Nicole
Humble, Jez
Paperback
Python Crash Course, 3rd Edition: A Hands-On, Project-Based Introduction to Programming
Matthes, Eric
Paperback
The Pragmatic Programmer: Your Journey to Mastery, 20th Anniversary Edition
Thomas, David
Hunt, Andrew
Hardcover
Cracking the Coding Interview: 189 Programming Questions and Solutions
McDowell, Gayle Laakmann
Paperback
The Legend of Zelda(tm) Tears of the Kingdom - The Complete Official Guide: Standard Edition
Piggyback
Paperback
Vibe Coding: Building Production-Grade Software with Genai, Chat, Agents, and Beyond
Yegge, Steve
Kim, Gene
Paperback
Embedded Systems with ARM Cortex-M Microcontrollers in Assembly Language and C: Fourth Edition
Zhu, Yifeng
Paperback
Learning Web Design: A Beginner's Guide to Html, Css, Javascript, and Web Images
Robbins, Jennifer
Paperback
The Devops Handbook, 2nd Edition: How to Create World-Class Agility, Reliability, & Security in Technology Organizations
Kim, Gene
Humble, Jez
Debois, Patrick
Paperback
The Manager's Path: A Guide for Tech Leaders Navigating Growth and Change
Fournier, Camille
Paperback
Building Applications with AI Agents: Designing and Implementing Multiagent Systems
Albada, Michael
Paperback
Make: Electronics: Learning by Discovery: A Hands-On Primer for the New Electronics Enthusiast
Platt, Charles
Paperback
The Staff Engineer's Path: A Guide for Individual Contributors Navigating Growth and Change
Reilly, Tanya
Paperback
Fundamentals of Software Architecture: A Modern Engineering Approach
Richards, Mark
Ford, Neal
Paperback
Linux Basics for Hackers, 2nd Edition: Getting Started with Networking, Scripting, and Security in Kali
Occupytheweb
Paperback
Building AI-Powered Products: The Essential Guide to AI and Genai Product Management
Nika, Marily
Paperback
Software Architecture: The Hard Parts: Modern Trade-Off Analyses for Distributed Architectures
Ford, Neal
Richards, Mark
Sadalage, Pramod
Paperback
Prompt Engineering for Llms: The Art and Science of Building Large Language Model-Based Applications
Ziegler, Albert
Berryman, John
Paperback
Architecture for Flow: Adaptive Systems with Domain-Driven Design, Wardley Mapping, and Team Topologies
Kaiser, Susanne
Paperback
This Is Service Design Doing: Applying Service Design Thinking in the Real World
Lawrence, Adam
Hormess, Markus Edgar
Stickdorn, Marc
Paperback
Learning Php, MySQL & JavaScript: A Step-By-Step Guide to Creating Dynamic Websites
Nixon, Robin
Paperback
Arduino Programming for Beginners: A Comprehensive Beginner's Guide to Learn the Realms of Arduino Programming from A-Z
Protosmith, Ada
Paperback
Head First Design Patterns: Building Extensible and Maintainable Object-Oriented Software
Robson, Elisabeth
Freeman, Eric
Paperback
The Official Raspberry Pi Handbook 2026: Astounding Projects with Raspberry Pi Computers
Makers of Raspberry Pi Official Magazine, The
Paperback
SQL QuickStart Guide: The Simplified Beginner's Guide to Managing, Analyzing, and Manipulating Data With SQL
Shields, Walter
Hardcover
Agile Project Management for Dummies
Ostermiller, Steven J.
Kynaston, Dean J.
Layton, Mark C.
Paperback
Get Started with Micropython on Raspberry Pi Pico: The Official Raspberry Pi Pico Guide
Halfacree, Gareth
Everard, Ben
Paperback
Frictionless: 7 Steps to Remove Barriers, Unlock Value, and Outpace Your Competition in the AI Era
Forsgren, Nicole
Noda, Abi
Paperback
Arduino Programming for Beginners: Simple and Effective Methods to Learn Arduino Programming Efficiently
Protosmith, Ada
Paperback
Concrete Mathematics: A Foundation for Computer Science
Knuth, Donald
Graham, Ronald
Patashnik, Oren
Hardcover
Pro C# 10 with .Net 6: Foundational Principles and Practices in Programming
Troelsen, Andrew
Japikse, Phil
Paperback
Python Programming for Young Coders: A Hands-On, Project-Based Introduction to Coding for Beginners, Kids, and Teens
Pandey, Anand
Paperback
Computer Science from Scratch: Building Interpreters, Art, Emulators and ML in Python
Kopec, David
Paperback
Learning Domain-Driven Design: Aligning Software Architecture and Business Strategy
Khononov, Vlad
Paperback
The Official Raspberry Pi Handbook 2025: Projects, Tutorials, Interviews, and Reviews from the Magpi Magazine
Makers of the Magpi Magazine, The
Paperback
How to Measure Anything in Project Management
Bang Leed, Andreas
Budzier, Alexander
Hubbard, Douglas W.
Hardcover
High Performance Python: Practical Performant Programming for Humans
Gorelick, Micha
Ozsvald, Ian
Paperback
Living a Jewish Life, Revised and Updated: Jewish Traditions, Customs, and Values for Today's Families
Cooper, Howard
Diamant, Anita
Paperback
The Software Architect Elevator: Redefining the Architect's Role in the Digital Enterprise
Hohpe, Gregor
Paperback
Coding Roblox Games Made Easy - Second edition: Create, Publish, and Monetize your games on Roblox
Brumbaugh, Zander
Paperback
Site Reliability Engineering: How Google Runs Production Systems
Jones, Chris
Beyer, Betsy
Murphy, Niall Richard
Paperback
Cloud Application Architecture Patterns: Designing, Building, and Modernizing for the Cloud
Yoder, Joseph
Brown, Kyle
Woolf, Bobby
Paperback
Serious Cryptography, 2nd Edition: A Practical Introduction to Modern Encryption
Aumasson, Jean-Philippe
Paperback
Ruined by Design: How Designers Destroyed the World, and What We Can Do to Fix It
Monteiro, Mike
Paperback
Spies, Lies, and Algorithms: The History and Future of American Intelligence
Zegart, Amy B.
Paperback
Electronic Music and Sound Design - Theory and Practice with Max 8 - volume 3
Cipriani, Alessandro
Giri, Maurizio
Paperback
ARM Assembly Language Programming with Raspberry Pi using GCC
Mazidi, Muhammad Ali
Naimi, Sarmad
Yaghini, Azalia
Paperback
Modern Concurrency in Java: Virtual Threads, Structured Concurrency, and Beyond
Rahman, A. N. M. Bazlur
Paperback
Data Engineering Design Patterns: Recipes for Solving the Most Common Data Engineering Problems
Konieczny, Bartosz
Paperback
Head First JavaScript Programming: A Learner's Guide to Modern JavaScript
Robson, Elisabeth
Freeman, Eric
Paperback