Ultimate Neural Network Programming with Python - Create Powerful Modern AI Systems by Harnessing Neural Networks with Python Keras and TensorFlow

Vishal Rajput

Maison d'édition: Orange Education Pvt Ltd

Synopsis

Master Neural Networks for Building Modern AI Systems.?Book DescriptionThis book is a practical guide to the world of Artificial Intelligence (AI), unraveling the math and principles behind applications like Google Maps and Amazon. The book starts with an introduction to Python and AI, demystifies complex AI math, teaches you to implement AI concepts, and explores high-level AI libraries.Throughout the chapters, readers are engaged with the book through practice exercises and supplementary learning. The book then gradually moves to Neural Networks with Python before diving into constructing ANN models and real-world AI applications. It accommodates various learning styles, letting readers focus on hands-on implementation or mathematical understanding.This book isn't just about using AI tools; it's a compass in the world of AI resources, empowering readers to modify and create tools for complex AI systems. It ensures a journey of exploration, experimentation, and proficiency in AI, equipping readers with the skills needed to excel in the AI industry.Table of Contents1. Understanding AI History2. Setting up Python Workflow for AI Development3. Python Libraries for Data Scientists4. Foundational Concepts for Effective Neural Network Training5. Dimensionality Reduction, Unsupervised Learning and Optimizations6. Building Deep Neural Networks from Scratch7. Derivatives, Backpropagation, and Optimizers8. Understanding Convolution and CNN Architectures9. Understanding the Basics of TensorFlow and Keras10. Building End-to-end Image Segmentation Pipeline11. Latest Advancements in AI Index

Disponible depuis: 11/04/2023.

Science et Technologie

D'autres livres qui pourraient vous intéresser

A Guide to Data Science in the...

Alexandre Clarke

With our extensive book, "A Guide to Data Science in the Big Data Era: Big Data Explained- A Comprehensive Guide to Data Science Applications," you may unravel the secrets of data-driven decision-making. Enter a future where empirical evidence drives innovation and vast datasets illuminate insights. This guide is intended to capture your interest and ignite your passion for the game-changing possibilities of data science, regardless of your experience level.
Explore the core concepts of big data and data science with our comprehensive guide. This book acts as your guide as you navigate the data-driven environment, explaining everything from basic ideas to machine learning and predictive modeling complexities. Learn about the three Vs of big data: volume, velocity, and variety. You can also explore the roles, responsibilities, and difficulties that data science teams must overcome.
Just picture the excitement of finding hidden relationships, patterns, and outliers in large, complicated datasets. Imagine the potential of developing predictive models to transform markets, alter consumer experiences, and revolutionize decision-making. With the knowledge this book imparts, you'll be well-equipped to enter a future where data-driven insights facilitate innovation and advancement.
Take advantage of the chance to embrace big data and data science using our book as a guide. Give yourself the tools you need to solve real-world problems, revolutionize industries, and make the world more educated and influential. Set out on your adventure right now to personally witness the importance of data-driven decision-making.

Voir livre

The Unknown Universe - How Dark...

Dirk Fallon

The concept of dark space challenges the fundamental ideas that have shaped our understanding of the universe. It represents an arena where classical physics gives way to modern theories, and the behavior of matter and energy diverges from the patterns we witness in the observable cosmos. The exploration of dark space begins with the study of phenomena that remain unseen, defying explanation by the familiar laws of gravity and electromagnetism. These early observations laid the groundwork for an evolving narrative, one that demands a deeper inquiry into the nature of the universe.
In the early years of astrophysical studies, astronomers noted that stars and galaxies did not behave as expected under the influence of the visible matter alone. The gravitational pull observed in many astronomical systems suggested there was a missing mass, an invisible component exerting a force that could only be hypothesized. This realization propelled the scientific community into a series of investigations that spanned decades, eventually coalescing into the idea that the universe is infused with a mysterious, shadowy substance. Dark space, as it came to be known, did not just reside in the periphery of known celestial structures but actively shaped the evolution and clustering of galaxies.
A significant development in understanding dark space was its relation to the fabric of space-time, a concept introduced through the groundbreaking work of theoretical physicists. The theoretical framework of general relativity, which redefined gravity as the curvature of space-time, provided an initial platform for conceptualizing how dark space might interact with the known universe. If dark space influences the gravitational dynamics of visible matter, then its presence must be essential in explaining the anomalies observed in galactic rotations and the distribution of matter at cosmic scales.

Voir livre

The Graft - How a Pioneering...

Edmund O. Lawler

The first human organ transplant in 1950 at a suburban hospital is the focus of The Graft: How a Pioneering Operation Sparked the Modern Age of Organ Transplants. The book examines the controversies the operation generated and the progress medicine has made in organ transplantation.

Voir livre

Testosterone Diet: How to...

David G Martin

Fuel Your Body. Fire Up Your Hormones. Feel Like Your Best Self Again. 
Testosterone Diet: How to Maximize and Boost Testosterone Naturally is your complete guide to reclaiming your vitality, strength, and drive—starting with what you eat. Whether you're looking to shed stubborn fat, build lean muscle, enhance libido, or simply feel more energized throughout the day, this book shows you how to naturally elevate your testosterone levels through smart nutrition and lifestyle habits. 
Inside, you'll discover:The Science of Testosterone: Understand how this vital hormone affects your energy, mood, metabolism, and performance.Top Testosterone-Boosting Foods: Learn which natural whole foods support hormone production and which to avoid.Meal Plans & Recipes: Easy-to-follow, nutrient-packed meal plans designed to fuel your body and optimize testosterone.Fat-Burning Strategies: How to eat in a way that naturally lowers body fat while preserving muscle.Libido & Vitality Boosters: Nutritional tips to reignite your passion, confidence, and physical stamina. 
No gimmicks. No synthetic shortcuts. Just real, sustainable solutions rooted in science and nature to help you take control of your health and masculinity. 
If you're ready to feel stronger, leaner, and more alive—Testosterone Diet is your starting point. Let food be your fuel and your first line of defense.

Voir livre

Kickstart Java Programming...

Dr. Edward Lavieri Jr.

Become a Java Pro through Real, Hands-On Coding Experience.
Book Description
In today’s tech-driven world, applied Java programming with AI integration is a game-changer. Java remains a backbone of enterprise and application development—but its real power emerges when combined with hands-on skills and modern technologies like artificial intelligence.
Kickstart Java Programming Fundamentals offers a practical, real-world path to mastering Java—from basic syntax to building intelligent systems. Structured into three progressive sections, you'll begin with foundational topics such as variables, loops, OOP, and exception handling. Then, dive into core Java development with I/O operations, GUI programming, multithreading, and data structures. The final section guides you through advanced programming, including performance tuning, mobile and web development, design patterns, and incorporating AI techniques such as logic-based decision making and intelligent automation using Java.
Table of Contents
1. Introduction to Java Programming
2. Variables, Data Types, Operators, and Control Structures
3. Object-Oriented Programming (OOP) Basics
4. Methods and Functions
5. File and Exception Handling
6. Input/Output Streams
7. GUI Programming
8. Concurrency and Mutli-Threading
9. Working with Collections and Data Structures
10. Networking in Java
11. Database Connectivity with JDBC
12. Java Performance Tuning and Optimization
13. Security, Testing, and Debugging
14. Exploring Popular Java Frameworks
15. Java for Web Development
16. Advanced Java Features
17. Mobile Development with Java
18. Design Patterns in Java
19. Using AI with Java Programming
20. Final Project and Next Steps

Index

Voir livre

LangGraph - A comprehensive...

Et Tu Code

Unlock the power of Large Language Models (LLMs) and build intelligent, conversational AI systems with LangGraph.  
This comprehensive guide provides a step-by-step approach to creating LLM agent-based AI systems using LangGraph, a cutting-edge technology for natural language processing.  
Learn how to design, train, and deploy your own LLMs for applications such as chatbots, voice assistants, and text analytics.  
With LangGraph, you'll gain insights into the inner workings of LLMs and master techniques for building scalable, robust AI systems that can understand and respond to human language.

Voir livre