Publisher's Synopsis
Python Programming - 4 BOOK BUNDLE!! Book 1: Artificial Intelligence with Python
What you will learn in this book:
- Different artificial intelligence approaches and goals
- How to define AI system
- Basic AI techniques
- Reinforcement learning
- How to build a recommender system
- Genetic and logic programming
- And much, much more...
What you will learn by reading this book:
- Types of fundamental machine learning algorithms in comparison to reinforcement learning
- Essentials of reinforcement learning process
- Marko decision processes and basic parameters
- How to integrate reinforcement learning algorithm using OpenAI Gym
- How to integrate Monte Carlo methods for prediction
- Monte Carlo tree search
- Dynamic programming in Python for policy evaluation, policy iteration and value iteration
- Temporal difference learning or TD
- And much, much more...
What you will learn by reading this book:
- Types of fundamental machine learning algorithms in comparison to reinforcement learning
- Essentials of reinforcement learning process
- Marko decision processes and basic parameters
- How to integrate reinforcement learning algorithm using OpenAI Gym
- How to integrate Monte Carlo methods for prediction
- Monte Carlo tree search
- Dynamic programming in Python for policy evaluation, policy iteration and value iteration
- Temporal difference learning or TD
- And much, much more...
What you will learn by reading this book:
- Text analytics process
- How to build a corpus and analyze sentiment
- Named entity extraction with Groningen meaning bank corpus
- How to train your system
- Getting started with NLTK
- How to search syntax and tokenize sentences
- Automatic text summarization
- Stemming word and topic modeling with NLTK
- Using scikit-learn for text classification
- Part of speech tagging and POS tagging models in NLTK
- And much, much more...
