Book Image

Artificial Intelligence By Example

By : Denis Rothman
Book Image

Artificial Intelligence By Example

By: Denis Rothman

Overview of this book

Artificial intelligence has the potential to replicate humans in every field. Artificial Intelligence By Example serves as a starting point for you to understand how AI is built, with the help of intriguing examples and case studies. Artificial Intelligence By Example will make you an adaptive thinker and help you apply concepts to real-life scenarios. Using some of the most interesting AI examples, right from a simple chess engine to a cognitive chatbot, you will learn how to tackle the machine you are competing with. You will study some of the most advanced machine learning models, understand how to apply AI to blockchain and IoT, and develop emotional quotient in chatbots using neural networks. You will move on to designing AI solutions in a simple manner rather than get confused by complex architectures and techniques. This comprehensive guide will be a starter kit for you to develop AI applications on your own. By the end of this book, you will have understood the fundamentals of AI and worked through a number of case studies that will help you develop your business vision.
Table of Contents (19 chapters)

Technical requirements

Python 3.6x 64-bit from https://www.python.org/.

Package and modules:

import numpy
from __future__ import print_function
import numpy as np
from textblob import TextBlob
from PIL import Image
from keras.preprocessing.image import load_img
from keras.preprocessing.image import img_to_array
import matplotlib.pyplot as plt
import time
import scipy.misc
from keras.preprocessing.image import load_img
from keras.preprocessing.image import img_to_array
import keras
from keras.preprocessing.image import ImageDataGenerator
from keras.models import model_from_json
import tensorflow as tf
from tensorflow.contrib import rnn
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import collections
import math
import os
import random
from tempfile import gettempdir
import zipfile
import numpy as np
from six.moves import urllib
from six.moves...