Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Python: Beginner's Guide to Artificial Intelligence: Build applications to intelligently interact with the world around you using Python

Buy

Develop real-world applications powered by the latest advances in intelligent systems

Key Features

  • Gain real-world contextualization using deep learning problems concerning research and application
  • Get to know the best practices to improve and optimize your machine learning systems and algorithms
  • Design and implement machine intelligence using real-world AI-based examples

Book Description

This Learning Path offers practical knowledge and techniques you need to create and contribute to machine learning, deep learning, and modern data analysis. You will be introduced to various machine learning and deep learning algorithms from scratch, and show you how to apply them to practical industry challenges using realistic and interesting examples. You will learn to build powerful, robust, and accurate predictive models with the power of TensorFlow, combined with other open-source Python libraries.

Throughout the Learning Path, you'll learn how to develop deep learning applications for machine learning systems. Discover how to attain deep learning programming on GPU in a distributed way.

By the end of this Learning Path, you know the fundamentals of AI and have worked through a number of case studies that will help you apply your skills to real-world projects.

This Learning Path includes content from the following Packt products:

  • Artificial Intelligence By Example by Denis Rothman
  • Python Deep Learning Projects by Matthew Lamons, Rahul Kumar, and Abhishek Nagaraja
  • Hands-On Artificial Intelligence with TensorFlow by Amir Ziai, Ankit Dixit

What you will learn

  • Use adaptive thinking to solve real-life AI case studies
  • Rise beyond being a modern-day factory code worker
  • Understand future AI solutions and adapt quickly to them
  • Master deep neural network implementation using TensorFlow
  • Predict continuous target outcomes using regression analysis
  • Dive deep into textual and social media data using sentiment analysis

Who this book is for

This Learning Path is for anyone who wants to understand the fundamentals of Artificial Intelligence and implement it practically by devising smart solutions. You will learn to extend your machine learning and deep learning knowledge by creating practical AI smart solutions. Prior experience with Python and statistical knowledge is essential to make the most out of this Learning Path.

Table of Contents

  1. Become an Adaptive Thinker
  2. Think Like a Machine
  3. Apply Machine Thinking to a Human Problem
  4. Become an Unconventional Innovator
  5. Manage the Power of Machine Learning and Deep Learning
  6. Focus on Optimizing Your Solutions
  7. When and How to Use Artificial Intelligence
  8. Revolutions Designed for Some Corporations and Disruptive Innovations for Small to Large Companies
  9. Getting Your Neurons to Work
  10. Applying Biomimicking to Artificial Intelligence
  11. Conceptual Representation Learning
  12. Optimizing Blockchains with AI
  13. Cognitive NLP Chatbots
  14. Improve the Emotional Intelligence Deficiencies of Chatbots
  15. Building Deep Learning Environments
  16. Training NN for Prediction Using Regression
  17. Generative Language Model for Content Creation
  18. Building Speech Recognition with DeepSpeech2
  19. Handwritten Digits Classification Using ConvNets
  20. Object Detection Using OpenCV and TensorFlow
  21. Building Face Recognition Using FaceNet
  22. Generative Adversarial Networks
  23. From GPUs to Quantum computing - AI Hardware
  24. TensorFlow Serving
(HTML tags aren't allowed.)

Color Atlas of Clinical Hematology: Molecular and Cellular Basis of Disease
Color Atlas of Clinical Hematology: Molecular and Cellular Basis of Disease

Provides coverage of the pathogenesis, clinical, morphologic, molecular and investigational aspects of a full range of blood disorders seen in daily practice

The revised fifth edition of this renowned atlas presents readers with a comprehensive, visual guide to clinical hematology, featuring 2700 full-color...

Reason 3 Overdrive!
Reason 3 Overdrive!
Geared toward advanced users of Reason, this book offers succinct chunks of guru-level advice - power techniques gleaned from the author's experience as a Reason power user. This new version 3 of Reason, Propellerhead's flagship music application, is used to emulate audio hardware such as samplers, analog synths, mixers, drum machines, effects and...
Game Creation For Teens
Game Creation For Teens
Welcome to the book Game Creation for Teens. This book is aimed at anyone who wants to make exciting and fun games for Windows. You’ll learn how to make a number of games in a drag-and-drop game creation system that requires no programming knowledge. By the end of the book, you will know how to make three amazing and exciting games and be...

Investigating Child Exploitation: The Internet, Law and Forensic Science
Investigating Child Exploitation: The Internet, Law and Forensic Science
This work is the culmination of many years of study and work. During my undergraduate
and graduate work, my primary research interests revolved around
domestic violence, sexual assault, child abuse, and child exploitation. Feminism,
the Constitution, freedom of expression and privacy, politics, and the
dynamics of power are
...
Lean Entrepreneurship: Innovation in the Modern Enterprise
Lean Entrepreneurship: Innovation in the Modern Enterprise

Utilize this comprehensive guide in your organization to create a corporate incubator that protects innovative ideas from oppressive corporate processes and culture and gives those ideas the resources and environment they need to grow and have the best possible chance to thrive.

Innovation is hard. Ironically, innovation...

AutoCAD 2004 VBA: A Programmer's Reference
AutoCAD 2004 VBA: A Programmer's Reference

This book is for anyone who wants to take full advantage of the VBA programming environment within AutoCAD 2004. Whether you are just trying to automate routine tasks or you want to create sophisticated applications or designs that are generated programmatically, this book will give you the information necessary to start making AutoCAD work...

©2021 LearnIT (support@pdfchm.net) - Privacy Policy