Join us on a literary world trip!
Add this book to bookshelf
Grey
Write a new comment Default profile 50px
Grey
Subscribe to read the full book or read the first pages for free!
I want to read the book!
All characters reduced
Ultimate Neural Network Programming with Python: Create Powerful Modern AI Systems by Harnessing Neural Networks with Python Keras and TensorFlow - cover

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

Vishal Rajput

Publisher: Orange Education Pvt Ltd

  • 0
  • 0
  • 0

Summary

Master Neural Networks for Building Modern AI Systems. 
 Key Features ● Comprehensive Coverage of Foundational AI Concepts and Theories.● In-Depth Exploration of Maths Behind Neural Network Mathematics.● Effective Strategies for Structuring Deep Learning Code.● Real-world applications of AI Principles and Techniques.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.What you will learn● Leverage TensorFlow and Keras while building the foundation for creating AI pipelines.● Explore advanced AI concepts, including dimensionality reduction, unsupervised learning, and optimization techniques.● Master the intricacies of neural network construction from the ground up.● Dive deeper into neural network development, covering derivatives, backpropagation, and optimization strategies.● Harness the power of high-level AI libraries to develop production-ready code, allowing you to accelerate the development of AI applications.● Stay up-to-date with the latest breakthroughs and advancements in the dynamic field of artificial intelligence.Who is this book for?This book serves as an ideal guide for software engineers eager to explore AI, offering a detailed exploration and practical application of AI concepts using Python. AI researchers will find this book enlightening, providing clear insights into the mathematical concepts underlying AI algorithms and aiding in writing production-level code. This book is designed to enhance your skills and knowledge to create sophisticated, AI-powered solutions and advance in the multifaceted field of AI.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 Basics of TensorFlow and Keras10. Building End-to-end Image Segmentation Pipeline11. Latest Advancements in AI       Index
Available since: 02/11/2025.
Print length: 402 pages.

Other books that might interest you

  • Human-Computer Interaction for Beginners - Clear and Comprehensive Introduction - cover

    Human-Computer Interaction for...

    Robert Francis

    • 0
    • 0
    • 0 
    In this insightful and accessible book, you'll explore the fundamental principles that govern the design of digital interfaces, learning how technology and human behavior converge to create seamless and intuitive interactions. 
From the early days of computing to the cutting-edge realms of virtual reality and artificial intelligence, this book provides a comprehensive overview of the evolution and significance of Human-Computer Interaction (HCI). You'll discover the essential foundations of Interaction Design, delving into the principles of affordances, feedback, and mental models that shape user experiences. 
Guiding you through the user-centered design process, the book emphasizes the importance of understanding your audience through user research and personas. With practical insights into prototyping and usability testing, you'll learn how to refine and optimize your designs for maximum user satisfaction. 
Usability and accessibility are at the forefront of effective HCI, and this guide navigates you through the principles of creating user-friendly interfaces while ensuring inclusivity for all users. Explore the common UI elements and controls that make digital experiences intuitive, and learn the art of organizing information with information architecture. 
As technology continues to evolve, so do the ways we interact with it. Delve into emerging trends in HCI, including virtual and augmented reality, voice user interfaces, and the fascinating world of brain-computer interfaces. The book also addresses ethical considerations, emphasizing the importance of privacy, bias-free design, and digital well-being. 
Are you ready to shape the future of human-computer interaction? "Human-Computer Interaction" is your gateway to understanding the synergy between minds and machines, unlocking the secrets to creating user experiences that leave a lasting impact. 
 
    Show book
  • Earthopolis - A Biography of Our Urban Planet - cover

    Earthopolis - A Biography of Our...

    Carl H. Nightingale

    • 0
    • 0
    • 0 
    This is a biography of Earthopolis, the only Urban Planet we know of. It is a history of how cities gave humans immense power over Earth, for good and for ill. Carl Nightingale takes readers on a sweeping six-continent, six-millennium tour of the world’s cities, culminating in the last 250 years, when we vastly accelerated our planetary realms of action, habitat, and impact, courting dangerous new consequences and opening prospects for new hope. In Earthopolis we peek into our cities’ homes, neighborhoods, streets, shops, eating houses, squares, marketplaces, religious sites, schools, universities, offices, monuments, docklands, and airports to discover connections between small spaces and the largest things we have built. The book exposes the Urban Planet’s deep inequalities of power, wealth, access to knowledge, class, race, gender, sexuality, religion, and nation. It asks us to draw on the most just and democratic moments of Earthopolis’s past to rescue its future.
    Show book
  • Beginners Guide To Visualisation - cover

    Beginners Guide To Visualisation

    Book Cave

    • 0
    • 0
    • 0 
    Visualization is a powerful technique that involves creating mental images to influence our thoughts, emotions, and behaviours. At its core, visualization taps into the brain's ability to process imagery in a way that can lead to tangible changes in our lives. When we visualize, we engage not just our imagination but also activate neural pathways that enhance our ability to achieve our goals. This process can be particularly beneficial for individuals seeking to improve their mental health, boost their self-esteem, or navigate challenging situations in life.
    Show book
  • Affirmations For Stress Relief - cover

    Affirmations For Stress Relief

    Affirmationally Inspired

    • 0
    • 0
    • 0 
    "Affirmations for Stress Relief" is a soothing audiobook designed to help you unwind and find peace. This single session features a calming female voice guiding you through positive affirmations, set against a backdrop of tranquil music. Each affirmation is crafted to reduce stress and promote relaxation, helping you center yourself and find inner calm. Perfect for moments of anxiety or daily use, this audiobook is your companion for stress relief, providing a gentle and reassuring presence whenever you need it. Let these affirmations nurture your mind and spirit, guiding you to a place of serenity.
    Show book
  • The Stellar Mind - The Fundamental Intelligence of the Universe - cover

    The Stellar Mind - The...

    Ylia Callan

    • 0
    • 0
    • 0 
    This audiobook is narrated by an AI Voice.   
What if the universe itself thinks? The Stellar Mind takes listeners on an extraordinary journey into the hidden intelligence woven into the very fabric of reality. From the silent dance of neutrinos to the magnetic memory of planets, this audiobook explores how consciousness might exist far beyond brains, permeating stars, Earth, and the cosmos itself. 
Blending cutting-edge science, philosophy, and metaphysical inquiry, this audiobook illuminates the mechanisms by which the universe processes information, remembers, and evolves. Discover the cognitive potential of cosmic plasma, the neural-like architecture of spacetime, and what this means for life, AI, and our search for extraterrestrial intelligence. 
Thought-provoking and awe-inspiring, The Stellar Mind challenges conventional notions of mind, life, and intelligence, inviting you to perceive the universe not as inert matter but as a living, thinking entity. By the final chapter, listeners will reconsider their place in the cosmos and the profound ethical and spiritual implications of a universe that knows itself.
    Show book
  • The 1 & The 0 - Binary - cover

    The 1 & The 0 - Binary

    Mike Blake

    • 0
    • 0
    • 0 
    The One (1) and the Zero (0). Binary:About the intrinsic use of computer code down to Binary base level.They're all around us now, computers. In our heads with social media, and the internet is now part of our dna (so to speak).All fed by the 1's & the 0's !https://www.amazon.com/dp/B07GRC3428*MORE POEMS by the Author:https://www.amazon.com/-/e/B00SG40RM8To contact the Author: Please add me Mike Miko on Facebook & then message me, thanks.https://www.facebook.com/mike.cco1 I will then contact the Author your behalf.or on Twitter: miko_1_dollar ~ Tumblr : ccobes ~ Instagram: wild_poetrys   //  wild.poetry.websTikTok: @wild_poetrysWebsite: www.wild-poetry.comFacebook: WOW https://www.facebook.com/wow.fact
    Show book