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.)

Laser Capture Microdissection: Methods and Protocols (Methods in Molecular Biology)
Laser Capture Microdissection: Methods and Protocols (Methods in Molecular Biology)

Expert laboratorians noted for their optimized methods describe in step-by-step detail how to successfully carry out tissue-based laser microdissection in their own laboratory using the different systems available and to apply a wide range of sophisticated molecular technologies to the microdissected tissue samples. Highlights include gene...

Microsoft  SQL Server(TM) 2005 Analysis Services Step by Step
Microsoft SQL Server(TM) 2005 Analysis Services Step by Step
The popular STEP BY STEP approach provides hands-on guidance to beginning-level programmers and those new to SQL Server 2005. A sequential, learn-by-doing tutorial, this book covers key features and techniques of Analysis Services to help programmers harness the full power of SQL Server 2005. The companion CD includes data sets and sample code....
Enhydra XMLC Java Presentation Development
Enhydra XMLC Java Presentation Development

Enhydra XMLC Java Presentation Development is written for computer professionals, with a special focus on application architects, Java Web application developers, and those who are just ramping up on Java and are excited about immersing themselves into Web application development.

Taking a task view wherever possible, this book is...


101 Ways to Promote Your Web Site (101 Ways series)
101 Ways to Promote Your Web Site (101 Ways series)
There are millions of Web sites, selling millions of products on the Internet every day, and they are all competing for viewers; many of them are competing for the same viewers you are! How do you get the results you’re looking for? When asked if they are marketing on the Internet, many people and organizations say, “Yes, we have a Web...
Cisco ASA: All-in-One Firewall, IPS, Anti-X, and VPN Adaptive Security Appliance (2nd Edition)
Cisco ASA: All-in-One Firewall, IPS, Anti-X, and VPN Adaptive Security Appliance (2nd Edition)

For organizations of all sizes, the Cisco ASA product family offers powerful new tools for maximizing network security. Cisco ASA: All-in-One Firewall, IPS, Anti-X and VPN Adaptive Security Appliance, Second Edition, is Cisco's authoritative practitioner's guide to planning, deploying, managing, and troubleshooting...

3D Printing with Delta Printers
3D Printing with Delta Printers

Do you find yourself wondering what the fuss is about a delta 3D printer? Perhaps you’ve decided to buy one but all of your 3D printing friends are busily perfecting their Cartesian printers. Maybe you find yourself stymied by the fact that your delta printer has very different needs for setup, configuration, calibration, and...

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