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/:

Packages and modules:

from keras.models import model_from_json
from keras.models import load_model
from keras.models import Sequential
from keras.layers import Conv2D
from keras.layers import MaxPooling2D
from keras.layers import Flatten
from keras.layers import Dense
from keras.preprocessing.image import ImageDataGenerator
from keras.models import save_model
from keras import backend as K
from pprint import pprint import Numpy as np
import matplotlib.image as mpimg
import scipy.ndimage.filters as filter
import matplotlib.pyplot as plt

Programs in GitHub Chapter11:

  • EAD_CNN_MODEL.py
  • CNN_STRATEGY_MODEL.py
  • CNN_TDC_TRAINING.py
  • CNN_TDC_STRATEGY.py

Check out the following video to see the code in action:

https://goo.gl/e7p9Lg