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

Vishal Rajput

Summary

Master Neural Networks for Building Modern AI Systems.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 CONTENTS 1. 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

Available since: 11/06/2023.

Science & Technology

Other books that might interest you

Navigating Life with Parkinson's...

MD Phd Sotirios Parashos, PT...

Navigating Life with Parkinson's Disease is a guide for anyone affected by Parkinson's, providing useful information to those with Parkinson's and their caregivers, family, and friends. This extensively revised second edition contains up-to-date information on recent research and the latest adaptive equipment available to those living with Parkinson's disease. Discussing available treatments and providing practical advice, this book emphasizes lifestyle adjustments that provide a better quality of life for patients and their loved ones. 
 
 
 
The material is organized so that chapters can be listened to sequentially or individually. Q&A sections, thoughts from people living with Parkinson's, and Ask the Experts sections address often-overlooked topics in physician-directed disease management, such as how to talk to family and friends about one's life with Parkinson's. 
 
 
 
Promoting a patient-centered approach, Navigating Life with Parkinson's Disease empowers patients and their families to manage their health care.

Show book

Overcoming Perfectionism Sleep...

Harmooni

Are you endlessly chasing perfection, even at the cost of your own well-being and peace of mind? Does the constant need to be flawless leave you feeling exhausted, anxious, and trapped in a never-ending cycle of self-criticism? Have you ever wondered if there's a way to break free from the chains of perfectionism and embrace a life filled with self-acceptance and contentment? 
The journey to overcoming perfectionism and finding inner peace begins with the Overcoming Perfectionism Sleep Hypnosis Meditation. 
Can you visualize a night where you slip into a deep, restorative sleep, shedding the weight of self-imposed expectations and judgments? This powerful audio book is expertly crafted to guide you into a state of profound relaxation, helping you release the need for perfection and cultivate self-compassion. 
Say farewell to the endless striving for flawlessness and welcome a future where you confidently embrace your imperfections as part of your unique beauty. This audio book isn't just a guide; it's your passport to a life of self-acceptance and freedom. 
As you embark on this transformative journey, you'll uncover strategies to let go of perfectionist tendencies, manage anxiety, and nurture a positive self-image. Picture a future where you thrive in the authenticity of imperfection and savor the beauty of your own uniqueness. 
The Overcoming Perfectionism Sleep Hypnosis Meditation is your steadfast companion on the path to a life free from the constraints of perfectionism. Don't let perfectionism rob you of joy any longer – take the first step towards a more authentic and fulfilled life tonight.

Show book

Databricks Certified Data...

Derar Alhussein

Data engineers proficient in Databricks are currently in high demand. As organizations gather more data than ever before, skilled data engineers on platforms like Databricks become critical to business success. The Databricks Data Engineer Associate certification is proof that you have a complete understanding of the Databricks platform and its capabilities, as well as the essential skills to effectively execute various data engineering tasks on the platform. 
 
 
 
In this comprehensive study guide, you will build a strong foundation in all topics covered on the certification exam, including the Databricks Lakehouse and its tools and benefits. You'll also learn to develop ETL pipelines in both batch and streaming modes. Moreover, you'll discover how to orchestrate data workflows and design dashboards while maintaining data governance. Finally, you'll dive into the finer points of exactly what's on the exam and learn to prepare for it with mock tests. 
 
 
 
Author Derar Alhussein teaches you not only the fundamental concepts but also provides hands-on exercises to reinforce your understanding. From setting up your Databricks workspace to deploying production pipelines, each chapter is carefully crafted to equip you with the skills needed to master the Databricks Platform.

Show book

The Truth About the Epstein-Barr...

Anna-Lena Tesche

 
Are you affected by Epstein-Barr Virus or a family member? Do you want to learn everything about this disease and put the virus on its knees? Then this book is exactly what you need!
 
The Epstein-Barr virus is a disease that should not be taken lightly. The virus can weaken the immune system and pave the way for other bacteria and pathogens. As of current knowledge, there are no vaccines or medications, but there are other ways to bring the virus to its knees. In this book, you will learn how to chain the virus and drastically improve your quality of life.
What to expect:
 ✓  What is Epstein-Barr virus? What it is not?
 ✓  Symptoms and personal experiences
 ✓  Current scientific status, vaccines & diagnostics
 ✓  Holistic treatment of Epstein-Barr
 ✓  Alternative healing approaches
 ✓  and much more...
Buy this book now and chain the virus down!

Show book

Open for Interpretation - A...

Alicia Blando M.D.

Dr. Alicia Blando learned during the early days of the HIV epidemic that American medical practices fail to holistically support patients. Seeing a gap in medical care, Dr. Blando started seeking advice from unconventional counselors, such as psychics, mediums and astrologers, as well as learning from indigenous healers. “Open for Interpretation: A Doctor’s Journey into Astrology” follows Dr. Blando’s self-discovery journey through her astrological chart and demonstrates how readers can apply this ancient practice to their own path to self-discovery.  
In conjunction with Western medicine, Dr. Blando believes that the tenets of astrology can support a person’s health, wellbeing, and self-understanding, and can even offer insight into predispositions for certain diseases and illnesses. Dr. Blando takes readers on her pursuit of life’s age-old question, “Am I walking the right path?” She travels from Manhattan to the Peruvian Amazon, Belize, and Bolivia, and learns about time-proven, holistic methods of healing. In her stunning memoir, she shares her story of finally finding the guide she’s been seeking—and explains how we can all use that map to access our higher selves and untapped potential.  
In “Open for Interpretation”, Dr. Blando’s expedition off the beaten path leads her to true self-exploration and connection with the world around her, as well as a desire to share her knowledge and experience.

Show book

Digital Privacy Defense - How to...

Nura Uba

In an era where your personal information is constantly at risk, Digital Privacy Defense equips you with the tools, strategies, and knowledge to protect yourself online. From AI-powered surveillance and social media oversharing to hackers, phishing scams, and digital financial threats, this audiobook exposes the hidden dangers of the modern digital world. 
Step by step, you will learn how to build a privacy-first mindset, secure your identity, safeguard devices and networks, outsmart scammers, protect your finances, and extend digital safety to your family. Through practical guidance, real-world examples, and actionable tips, Digital Privacy Defense transforms your awareness into a strong, sustainable defense system. 
Whether you are a casual internet user, a professional, or a parent, this audiobook offers a comprehensive roadmap to reclaim control over your online life. Empower yourself to navigate the digital world confidently, protect your privacy, and turn potential vulnerabilities into strengths.

Show book