Artificial Intelligence Foundations
Machine Learning
Master the Fundamentals of AI and 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.
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
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| Rating | Not enough ratings |
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| Length | 1h 17m |
| Starts | On Demand (Start anytime) |
| Cost | $29/month (Access to entire library- free trial available) |
| From | LinkedIn Learning |
| Instructor | Doug Rose |
| Download Videos | Only via the LinkedIn Learning mobile app |
| Language | English |
| Subjects | Programming Data Science IT & Networking |
| Tags | Machine Learning IT Big Data Artificial Intelligence (AI) |
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| Rating | Not enough ratings |
|---|---|
| Length | 1h 17m |
| Starts | On Demand (Start anytime) |
| Cost | $29/month (Access to entire library- free trial available) |
| From | LinkedIn Learning |
| Instructor | Doug Rose |
| Download Videos | Only via the LinkedIn Learning mobile app |
| Language | English |
| Subjects | Programming Data Science IT & Networking |
| Tags | Machine Learning IT Big Data Artificial Intelligence (AI) |
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