Home | Amazing | Today | Tags | Publishers | Years | 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
Spinal Imaging: Diagnostic Imaging of the Spine and Spinal Cord (Medical Radiology)
Spinal Imaging: Diagnostic Imaging of the Spine and Spinal Cord (Medical Radiology)

- Comprehensive, up-to-date textbook on the imaging of frequently encountered

spinal disorders

- Richly illustrated

- All imaging modalities considered, e.g. plain film, multidetector CT and MRI

- Designed to ensure ease of use, with a logical structure and extensive index

...
Best Practice in Labour and Delivery (Cambridge Medicine)
Best Practice in Labour and Delivery (Cambridge Medicine)

An understanding of when and how to intervene is the key to good obstetric care. This textbook is an encompassing reference covering all the essential information relating to childbirth; it offers clear practical guidance on all aspects of labour and delivery. Written by well-known leading experts, each chapter offers a modern authoritative...

Official (ISC)® Guide to the CISSP®-ISSEP® CBK®
Official (ISC)® Guide to the CISSP®-ISSEP® CBK®

Official (ISC)2В® Guide to the CISSP-ISSEPВ® CBKВ® provides an inclusive analysis of all of the topics covered on the newly created ISSEP Exam. The first fully comprehensive guide to the test, it promotes understanding of the four ISSEP domains. It explains ISSE by comparing it to a traditional Systems Engineering model,...


Inside Microsoft. NET IL assembler
Inside Microsoft. NET IL assembler
.NET IL Assemble is the intermediate language that the .NET common language runtime converts to machine language in .NET applications. Get the inside scoop on this critical low-level language with an architectural guide from the most reliable authority-the language's designer, Serge Lidin. You'll discover common structures, functions, and rules for...
Bootstrap Essentials
Bootstrap Essentials

Use the powerful features of Bootstrap to create responsive and appealing web pages

About This Book

  • Learn where and how to use Bootstrap in your new web projects
  • Design and develop mobile first web portals that support all devices
  • A step-by-step guide with easy-to-follow...
Formulas and Functions with Microsoft Excel 2003
Formulas and Functions with Microsoft Excel 2003

The world of mathematical formulas and jargon in Microsoft Excel is complex and can be intimidating for even advanced computer users. Perhaps like you, a majority of users find it difficult to get the most they can out of this very valuable program. Formulas and Functions with Microsoft Excel 2003 strives to break down the complexities...

©2024 LearnIT (support@pdfchm.net) - Privacy Policy