Python Artificial Intelligence Projects will help you to build smart and practical AI-based systems leveraging deep learning and reinforcement learning. The projects illustrated in this book cover a wide range of domain problems related to healthcare, e-commerce, expert systems, surveillance fashion industry, mobile-based applications, and self-driving cars using techniques such as convolutional neural networks, deep reinforcement learning, LSTM-based RNNs, restricted Boltzmann machines, generative adversarial networks, machine translation, and transfer learning. The theoretical aspects of building the intelligent applications illustrated in this book will enable the reader to extend the projects in interesting ways and get them up to speed in building impactful AI applications. By the end of this book, you will be skilled enough to build your own smart models to tackle any kind of problem without any hassle.
Intelligent Projects Using Python – Santanu Pattanayak
Python Input, Output and Import
Python String swapcase()
Python Set update()
Python object()
Python frozenset()
Python List append()
Python Modules
Python String splitlines()
Python String strip()
Python Program to Convert Decimal to Binary, Octal and Hexadecimal
Python filter()
Python while Loop
Python hash()
Medical Image Segmentation Using Artificial Neural Networks
Python Program to Calculate the Area of a Triangle
Python Set remove()
Python Program to Check If a List is Empty
Python List index()
Python Dictionary clear()
Learn Keras for Deep Neural Networks - Jojo Moolayil
Python String isupper()
TensorFlow for Deep Learning - Bharath Ramsundar & Reza Bosagh Zadeh
An introduction to neural networks - Kevin Gurney & University of Sheffield
Artificial Intelligence by example - Denis Rothman
Python bool()
Python Object Oriented Programming
Python Program to Convert Two Lists Into a Dictionary
Python Program to Copy a File
Python property()
Python Deep Learning Cookbook - Indra den Bakker
Python Dictionary copy()
Python Program to Check if a Number is Positive, Negative or 0