Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Python Artificial Intelligence Projects for Beginners: Get up and running with Artificial Intelligence using 8 smart and exciting AI applications

Buy

Build smart applications by implementing real-world artificial intelligence projects

Key Features

  • Explore a variety of AI projects with Python
  • Get well-versed with different types of neural networks and popular deep learning algorithms
  • Leverage popular Python deep learning libraries for your AI projects

Book Description

Artificial Intelligence (AI) is the newest technology that’s being employed among varied businesses, industries, and sectors. Python Artificial Intelligence Projects for Beginners demonstrates AI projects in Python, covering modern techniques that make up the world of Artificial Intelligence.

This book begins with helping you to build your first prediction model using the popular Python library, scikit-learn. You will understand how to build a classifier using an effective machine learning technique, random forest, and decision trees. With exciting projects on predicting bird species, analyzing student performance data, song genre identification, and spam detection, you will learn the fundamentals and various algorithms and techniques that foster the development of these smart applications. In the concluding chapters, you will also understand deep learning and neural network mechanisms through these projects with the help of the Keras library.

By the end of this book, you will be confident in building your own AI projects with Python and be ready to take on more advanced projects as you progress

What you will learn

  • Build a prediction model using decision trees and random forest
  • Use neural networks, decision trees, and random forests for classification
  • Detect YouTube comment spam with a bag-of-words and random forests
  • Identify handwritten mathematical symbols with convolutional neural networks
  • Revise the bird species identifier to use images
  • Learn to detect positive and negative sentiment in user reviews

Who this book is for

Python Artificial Intelligence Projects for Beginners is for Python developers who want to take their first step into the world of Artificial Intelligence using easy-to-follow projects. Basic working knowledge of Python programming is expected so that you’re able to play around with code

Table of Contents

  1. Building Your Own Prediction Models
  2. Prediction with Random Forests
  3. Application for comment classification
  4. Neural Networks
  5. Deep Learning
(HTML tags aren't allowed.)

Three Paths to Profitable Investing: Using ETFs in Healthcare, Infrastructure, and the Environment to Grow Your Assets
Three Paths to Profitable Investing: Using ETFs in Healthcare, Infrastructure, and the Environment to Grow Your Assets

Discover Today’s Newest, Best Paths to Sustainable Wealth

  • Master lower-cost, lower-risk ETF investing in tomorrow’s hottest growth areas: healthcare, infrastructure, and green technology
  • Profit from demographic change and other powerful global trends
  • Learn...
Epigenetics
Epigenetics

The regulation of gene expression in many biological processes involves epigenetic mechanisms. In this new volume, 24 chapters written by experts in the field discuss epigenetic effects from many perspectives. There are chapters on the basic molecular mechanisms underpinning epigenetic regulation, discussion of cellular processes that rely on...

Molecular Imaging: FRET Microscopy and Spectroscopy (Methods in Physiology Series)
Molecular Imaging: FRET Microscopy and Spectroscopy (Methods in Physiology Series)

The detection and measurement of the dynamic interactions of proteins within the living cell are critical to our understanding of cell physiology and pathophysiology. With FRET microscopy and spectroscopy techniques, basic and clinical scientists can make such measurements at very high spatial and temporal resolution. But sources of...


RFID Systems: Research Trends and Challenges
RFID Systems: Research Trends and Challenges

This book provides an insight into the 'hot' field of Radio Frequency Identification (RFID) Systems

In this book, the authors provide an insight into the field of RFID systems with an emphasis on networking aspects and research challenges related to passive Ultra High Frequency (UHF) RFID systems. The book reviews...

XML and ASP.NET
XML and ASP.NET

XML and ASP.NET is the one book you need to master XML in the .NET Framework. It includes all of the technologies needed to program .NET web applications including XPath, XSLT, XML Schemas, and the Microsoft XML Parsers. This book also incorporates an incredible breadth of XML technologies...

The Book of Ruby: A Hands-On Guide for the Adventurous
The Book of Ruby: A Hands-On Guide for the Adventurous

Ruby is famous for being easy to learn, but most users only scratch the surface of what it can do. While other books focus on Ruby's trendier features, The Book of Ruby reveals the secret inner workings of one of the world's most popular programming languages, teaching you to write clear, maintainable code.

...

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