Sign-In
Cart
Beginner's Guide to TensorFlow: Build AI & Deep Learning Models from Scratch
Paperback
Publisher: Independently Published
Published: Feb 9 2025
Pages: 248
Weight: 1.29
Height: 0.52 Width: 8.50 Depth: 11.00
Language: English
This book provides a fast-track guide to mastering TensorFlow for Artificial Intelligence (AI) and Deep Learning. As AI and Deep Learning transform industries, TensorFlow, developed by Google, has emerged as the leading open-source framework for building AI-powered applications efficiently.
Designed for beginners, this guide takes you from foundational knowledge to TensorFlow proficiency. You'll learn to understand neural networks, implement deep learning models, and optimize AI applications through practical, hands-on projects. Whether you're new to the field, a data scientist, software developer, or an AI enthusiast, this book equips you with the skills to build your own AI models from scratch.
Core areas covered in this book:
- Introduction to TensorFlow: Understand the framework, installation, and core components.
- Deep Learning Foundations: Explore neural networks, activation functions, and optimization techniques.
- Building Your First AI Model: Follow a step-by-step guide to create and train a deep learning model.
- Data Processing & Feature Engineering: Handle large datasets, preprocessing, and augmentation techniques.
- Convolutional Neural Networks (CNNs): Implement CNNs for image classification and object detection tasks.
- Recurrent Neural Networks (RNNs) & LSTMs: Utilize deep learning for time series forecasting and Natural Language Processing (NLP).
- TensorFlow for Computer Vision & Natural Language Processing (NLP): Apply AI to solve real-world problems in these domains.
- Model Evaluation & Hyperparameter Tuning: Improve model performance with regularization and tuning strategies.
- TensorFlow on GPUs & TPUs: Accelerate AI model training using hardware acceleration.
- Deploying AI Models: Learn to deploy deep learning models in real-world applications and cloud environments.
This book provides a practical learning experience:
- Beginner-Friendly Approach: Master deep learning with step-by-step explanations.
- Hands-On & Practical: Real-world examples, coding exercises, and TensorFlow implementations are included.
- Covers Both Theory & Application: Learn AI model building, optimization, and deployment techniques.
- Industry-Relevant: Learn best practices used by professionals in AI, data science, and machine learning.
- Updated for the Latest TensorFlow Version: Covers modern AI techniques and deep learning advancements.
This book is ideal for:
- Beginners in AI & Deep Learning
- Data Scientists & Machine Learning Enthusiasts
- Software Engineers & Developers
- Students & Researchers
- Tech Entrepreneurs & AI Innovators
Start building AI models today with this comprehensive TensorFlow guide. Get hands-on experience, learn practical AI techniques, and build real-world AI applications! For additional resources and tutorials, visit QuickTechie.com to further enhance your understanding of TensorFlow.
Also from
Shah, Rashmi
SnowPro(TM) Core Certification: 200 Practice Questions & Answer: Answer with Detailed Explaination
Shah, Rashmi
Paperback
System Design on AWS: Scalable and Resilient Cloud Architectures in Just 12 Hours
Shah, Rashmi
Paperback
DataBricks(R) PySpark 2.x Certification Practice Questions: 75 Practice Questions and Answers
Shah, Rashmi
Paperback
Hdpscd-Hortonworks(r) Spark Scala Certification Guide: Unofficial, Owned & Prepared by (c)HadoopExam.com
Shah, Rashmi
Paperback
Unofficial Guide for Databricks(R) Spark Scala CRT020 Certification: Includes 46 Hands On Exercises
Shah, Rashmi
Paperback
2021-Fixed Income Interview Preparation: Include 300+ interview Questions and Answers
Shah, Rashmi
Paperback
Professional Certification Apache Cassandra-2019: 75 Questions and Answer with Detailed Explanation
Shah, Rashmi
Paperback
Palo Alto Networks Security Service Edge Engineer Certification Practice 330 Questions & Answer
Shah, Rashmi
Paperback
Learn Agentic AI in Just 12 Hours with Python: AI is no longer just about predictive models or static algorithms. The next frontier in AI evolution is
Jain, Jitu
Shah, Rashmi
Paperback
Kubeflow: Orchestrating Workflows in Just 6 Hours: A Comprehensive Guide to Kubeflow, with AI
Shah, Rashmi
Paperback
Palo Alto Networks Cybersecurity Apprentice Certification: Includes 200 Practice Questions
Shah, Rashmi
Paperback
Palo Alto Networks Cybersecurity Practitioner Certification Practice 260 Questions & Answer
Shah, Rashmi
Paperback
Palo Alto Networks Security Operations Professional Certification Practice 300 Questions & Answer
Shah, Rashmi
Paperback
Also in
General Computers
All Data Are Local: Thinking Critically in a Data-Driven Society
Loukissas, Yanni Alexander
Paperback
Comptia Network+ Certmike: Prepare. Practice. Pass the Test! Get Certified!: Exam N10-008
Chapple, Mike
Zacker, Craig
Paperback
Interactive Theorem Proving and Program Development: Coq'art: The Calculus of Inductive Constructions
Castéran, Pierre
Bertot, Yves
Hardcover
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
Grolemund, Garrett
Wickham, Hadley
Paperback
The Reverse Centaur's Guide to Life After AI: How to Think about Artificial Intelligence--Before It's Too Late
Doctorow, Cory
Paperback
Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems
Kleppmann, Martin
Riccomini, Chris
Paperback
AI for Good: How Real People Are Using Artificial Intelligence to Fix Things That Matter
Tyrangiel, Josh
Hardcover
If Anyone Builds It, Everyone Dies: Why Superhuman AI Would Kill Us All
Soares, Nate
Yudkowsky, Eliezer
Hardcover
Human Raised: Nurturing Connection, Curiosity & Lifelong Learning in the Age of AI
Suskind, Dana, MD
Hardcover
The Year in Tech, 2026: The Insights You Need from Harvard Business Review
Anthony, Scott D.
Webb, Amy
Review, Harvard Business
Paperback
The Agi Chronicles: The Inside Story of the Race to Create an Artificial Superintelligence
Roose, Kevin
Hardcover
Hbr's 10 Must Reads on AI (with Bonus Article How to Win with Machine Learning by Ajay Agrawal, Joshua Gans, and AVI Goldfarb)
Review, Harvard Business
Davenport, Thomas H.
Iansiti, Marco
Paperback
A Giant Leap: How AI Is Transforming Healthcare and What That Means for Our Future
Wachter, Robert
Hardcover
The AI Con: How to Fight Big Tech's Hype and Create the Future We Want
Hanna, Alex
Bender, Emily M.
Hardcover
CompTIA Network+ Certification All-in-One Exam Guide, Ninth Edition (Exam N10-009)
Weissman, Jonathan S.
Paperback
Generative Ai: The Insights You Need from Harvard Business Review
Review, Harvard Business
Mollick, Ethan
Cremer, David De
Paperback
AI Literacy in Any Class: Preparing Students to Thrive in an AI Future in Any Grade Level or Content Area
Miller, Matt
Paperback
Fans First: Change The Game, Break the Rules & Create an Unforgettable Experience
Cole, Jesse
Paperback
Fundamentals of Data Engineering: Plan and Build Robust Data Systems
Housley, Matt
Reis, Joe
Paperback
The Eureka Machine: Why AI Is the Key to Unlocking a New Era of Scientific Discoveries
Socher, Richard
Hardcover
Atlas of AI: Power, Politics, and the Planetary Costs of Artificial Intelligence
Crawford, Kate
Paperback
Minecraft: Guide Collection 4-Book Boxed Set (Updated): Survival (Updated), Creative (Updated), Redstone (Updated), Combat
Mojang Ab
The Official Minecraft Team
Hardcover
AI Snake Oil: What Artificial Intelligence Can Do, What It Can't, and How to Tell the Difference
Narayanan, Arvind
Kapoor, Sayash
Paperback
Python Crash Course, 3rd Edition: A Hands-On, Project-Based Introduction to Programming
Matthes, Eric
Paperback
We Are as Gods: A Survival Guide for the Age of Abundance
Diamandis, Peter H.
Kotler, Steven
Hardcover
The Thinking Machine: Jensen Huang, Nvidia, and the World's Most Coveted Microchip
Witt, Stephen
Hardcover
Hands-On Machine Learning with Scikit-Learn and Pytorch: Concepts, Tools, and Techniques to Build Intelligent Systems
Géron, Aurélien
Paperback
Obsolete: The AI Industry's Trillion Dollar Race to Replace Us--And How to Stop It
Lovely, Garrison
Paperback
Embedded Systems with ARM Cortex-M Microcontrollers in Assembly Language and C: Fourth Edition
Zhu, Yifeng
Paperback
Human + Machine, Updated and Expanded: Reimagining Work in the Age of AI
Daugherty, Paul R.
Wilson, H. James
Hardcover
AI with Intention: Principles and Action Steps for Teachers and School Leaders
Frontier, Tony
Paperback
Love Machines: How Artificial Intelligence Is Transforming Our Relationships
Muldoon, James
Hardcover
Artificial Intelligence: A Guide for Thinking Humans (with a New Preface)
Mitchell, Melanie
Paperback
Hands-On Large Language Models: Language Understanding and Generation
Alammar, Jay
Grootendorst, Maarten
Paperback
CompTIA Tech+ Certification All-in-One Exam Guide, Third Edition (Exam FC0-U71)
Wempen, Faithe
Paperback
The Black Swan: Second Edition: The Impact of the Highly Improbable: With a New Section: On Robustness and Fragility
Taleb, Nassim Nicholas
Paperback
Power and Prediction: The Disruptive Economics of Artificial Intelligence
Agrawal, Ajay
Gans, Joshua
Goldfarb, Avi
Hardcover
The Empty Center: Permission, Connection, and What We Build When the Future is Uncertain
Drumwright, Hayes
Hardcover
AP Computer Science Principles Premium, 2027: 6 Practice Tests + Comprehensive Review + Online Practice
Reichelson, Seth
Paperback
Fundamentals of Software Architecture: A Modern Engineering Approach
Richards, Mark
Ford, Neal
Paperback
Tubes: A Journey to the Center of the Internet with a New Introduction by the Author
Blum, Andrew
Paperback
AP Computer Science a Premium, 13th Edition: Prep Book with 6 Practice Tests + Comprehensive Review + Online Practice (2026)
Carman, Chris
Teukolsky, Roselyn, M. S.
Paperback
AI Projects with Raspberry Pi: High-Performance Artificial Intelligence for Robotics, Security, Home Automation, and Vision
Hattersley, Lucy
Jepson, Brian
Paperback
Minecraft: Exploded Builds: Medieval Fortress: An Official Mojang Book
Mojang Ab
The Official Minecraft Team
Paperback
The Empty Center: Permission, Connection, and What We Build When the Future is Uncertain
Drumwright, Hayes
Paperback
You Look Like a Thing and I Love You: How Artificial Intelligence Works and Why It's Making the World a Weirder Place
Shane, Janelle
Paperback
AI Snake Oil: What Artificial Intelligence Can Do, What It Can't, and How to Tell the Difference
Narayanan, Arvind
Kapoor, Sayash
Hardcover
Minecraft: Roll for Adventure: The Temple of the Charged Creeper
Forbeck, Marty
Forbeck, Matt
Hardcover
The Problem with Personalization: How Advertisers Learned to Make and Break Us from Ancient Times to the AI Age
Turow, Joseph
Hardcover
RHCSA Red Hat Enterprise Linux 10: Training and Exam Preparation Guide (EX200), Fourth Edition
Ghori, Asghar
Paperback
The Devops Handbook, 2nd Edition: How to Create World-Class Agility, Reliability, & Security in Technology Organizations
Humble, Jez
Debois, Patrick
Kim, Gene
Paperback
Artificial Intelligence All-In-One for Dummies
Minnick, Chris
Mueller, John Paul
Massaron, Luca
Paperback
Graphic Artists Guild Handbook, 17th Edition: Pricing & Ethical Guidelines
The Graphic Artists Guild
Paperback
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications
Huyen, Chip
Paperback
The Death of Expertise: The Campaign Against Established Knowledge and Why It Matters
Nichols, Tom
Paperback
The AI Ultimatum: Preparing for a World of Intelligent Machines and Radical Transformation
Hill, Paul
Brown, Steve
Paperback
You to the Power of Two: Redefining Human Potential in the Age of Identic AI
Tapscott, Don
Bradley, Joseph
Hardcover
The Coming Wave: Technology, Power, and the Twenty-First Century's Greatest Dilemma
Suleyman, Mustafa
Hardcover
AI for Educators: Learning Strategies, Teacher Efficiencies, and a Vision for an Artificial Intelligence Future
Miller, Matt
Paperback
The Experimentation Machine: Finding Product-Market Fit in the Age of AI
Bussgang, Jeffrey J.
Hardcover
Microsoft 365 Excel All-In-One for Dummies
Alexander, Michael
Kusleika, Dick
Ringstrom, David H.
Paperback
The Fourth Intelligence Revolution: The Future of Espionage and the Battle to Save America
Vinci, Anthony
Hardcover
More Human: How the Power of AI Can Transform the Way You Lead
Carter, Jacqueline
Hougaard, Rasmus
Hardcover
Hbr's 10 Must Reads on Artificial Intelligence, Updated and Expanded (Featuring How AI Can Help Managers Think Through Problems by Elisa Farri and Gab
Davenport, Thomas H.
Agrawal, Ajay
Review, Harvard Business
Paperback
Building Applications with AI Agents: Designing and Implementing Multiagent Systems
Albada, Michael
Paperback
Navigeren door het labyrint: Een handleiding voor het beheer van data
Sebastian-Coleman, Laura
Paperback
The Technological Republic: Hard Power, Soft Belief, and the Future of the West
Karp, Alexander C.
Zamiska, Nicholas W.
Hardcover
An Illustrated Guide to AI Agents: Concepts and Code for Building Agents with Llms, Tools, and Memory
Grootendorst, Maarten
Alammar, Jay
Paperback
What Is Intelligence?: Lessons from AI about Evolution, Computing, and Minds
Aguera Y. Arcas, Blaise
Paperback
Comptia A+ Complete Study Guide, 2-Volume Set: Volume 1 Core 1 Exam 220-1201 and Volume 2 Core 2 Exam 220-1202
Docter, Quentin
Buhagiar, Jon
Paperback
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
Wickham, Hadley
Grolemund, Garrett
Cetinkaya-Rundel, Mine
Paperback
Prediction Machines, Updated and Expanded: The Simple Economics of Artificial Intelligence
Agrawal, Ajay
Gans, Joshua
Goldfarb, Avi
Hardcover
On the Future of Species: Authoring Life by Means of Artificial Biological Intelligence
Woolfson, Adrian
Hardcover