Advanced Artificial Intelligence Projects with Python

Video description

Enter and explore the fascinating world of intelligent applications with Artificial Intelligence using the Python programming language

About This Video

  • Hands-on projects that simplify your first steps into the world of Artificial Intelligence with Python
  • Master AI concepts that will get you up-and-running with AI in no time
  • Leverage popular Python deep learning libraries for your Artificial Intelligence projects

In Detail

Considered the Holy Grail of automation, data analysis, and robotics, Artificial Intelligence has taken the world by storm as a major field of research and development. Python has surfaced as a dominate language in AI/ML programming because of its simplicity and flexibility, in addition to its great support for open source libraries such as spaCy and TensorFlow.

This video course is built for those with a basic understanding of artificial intelligence, introducing them to advanced artificial intelligence projects as they go ahead. The first project introduces natural language processing including part-of-speech tagging and named entity extraction. Wikipedia articles are used to demonstrate the extraction of keywords, and the Enron email archive is mined for mentions and relationships of people, places, and organizations. The spaCy library is used. The next project introduces genetic algorithms. The DEAP library is used. A music data set is used in a genetic algorithm that generates a music playlist satisfying multiple criteria such as song similarity and playlist length. The last project introduces reinforcement learning and deep reinforcement learning. The OpenAI Gym platform and Q-learning algorithm are used to build a game-playing AI.

This course uses Python 3.6 while not the latest version available, it provides relevant and informative content for legacy users of Python and Machine Learning.

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Product information

  • Title: Advanced Artificial Intelligence Projects with Python
  • Author(s): Joshua Eckroth
  • Release date: March 2018
  • Publisher(s): Packt Publishing
  • ISBN: 9781788832403