Lynda - Artificial Intelligence Foundations: Machine Learning - 601797
Lynda - Artificial Intelligence Foundations: Machine Learning
Machine learning is one of the liveliest areas in artificial intelligence. Machine learning algorithms allow computers to learn new things without being programmed. They use statistics as a way to better understand the massive amounts of data that we create every day. These newer algorithms help machines classify images, sounds, and videos. They can answer our questions, discover new drugs, and even write songs. In this course, we review the definition and types of machine learning: supervised, unsupervised, and reinforcement. Then you can see how to use popular algorithms such as decision trees, clustering, and regression analysis to see patterns in your massive data sets. Finally you can learn about some of the pitfalls when starting out with machine learning.


Table of Contents

  • Introduction
  • 1. What Is Machine Learning?
  • 2. Different Ways a Machine Learns
  • 3. Popular Machine Learning Algorithms
  • 4. Applying Algorithms
  • 5. Common Challenges
  • Conclusion
  • Lynda - Artificial Intelligence Foundations: Machine Learning


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