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.)

Human Memory Modeled with Standard Analog and Digital Circuits: Inspiration for Man-made Computers
Human Memory Modeled with Standard Analog and Digital Circuits: Inspiration for Man-made Computers
Gain a new perspective on how the brain works and inspires new avenues for design in computer science and engineering

This unique book is the first of its kind to introduce human memory and basic cognition in terms of physical circuits, beginning with the possibilities of ferroelectric behavior of neural membranes, moving...

Investigating Cryptocurrencies: Understanding, Extracting, and Analyzing Blockchain Evidence
Investigating Cryptocurrencies: Understanding, Extracting, and Analyzing Blockchain Evidence

Investigate crimes involving cryptocurrencies and other blockchain technologies

Bitcoin has traditionally been the payment system of choice for a criminal trading on the Dark Web, and now many other blockchain cryptocurrencies are entering the mainstream as traders are accepting them from low-end investors putting their...

Hands-On Deep Learning for Images with TensorFlow: Build intelligent computer vision applications using TensorFlow and Keras
Hands-On Deep Learning for Images with TensorFlow: Build intelligent computer vision applications using TensorFlow and Keras

Explore TensorFlow's capabilities to perform efficient deep learning on images

Key Features

  • Discover image processing for machine vision
  • Build an effective image classification system using the power of CNNs
  • Leverage TensorFlow's capabilities to...

How Fighter Pilots Use Math (Math in the Real World)
How Fighter Pilots Use Math (Math in the Real World)

The jet engine roars as Colonel Maria Sanchez races the F-35 down the runway. The plane leaps into the air. At 1,000 feet, she banks and circles the Air Force base to give three other fighter planes time to take off and join her.

Sanchez heads north. The three other planes fall into formation around her. Together, the planes make a...

R Machine Learning By Example
R Machine Learning By Example

Understand the fundamentals of machine learning with R and build your own dynamic algorithms to tackle complicated real-world problems successfully

About This Book

  • Get to grips with the concepts of machine learning through exciting real-world examples
  • Visualize and solve complex problems...
Java EE 8 and Angular: A practical guide to building modern single-page applications with Angular and Java EE
Java EE 8 and Angular: A practical guide to building modern single-page applications with Angular and Java EE

Learn how to build high-performing enterprise applications using Java EE powered by Angular at the frontend

Key Features

  • Leverage Java EE 8 features to build robust back end for your enterprise applications
  • Use Angular to build a single page frontend and combine it with...
©2020 LearnIT (support@pdfchm.net) - Privacy Policy