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Artificial Intelligence & Machine Learning for the Enterprise – Hands-on Overview is a technical, high-level primer on the foundations of AI, introducing each sub-field of AI and how they can be practically exploited in the modern business sense.
PRIVATE
Course Access
Unlimited Duration
Last Updated
March 3, 2021
Students Enrolled
Total Reviews
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Certification
In this course you will learn about:
· What AI is and what it Isn’t
· The different types and sub-fields of AI
· The differences between Machine Learning, Expert Systems, and Neural Networks
· The latest in applied theory
· How AI is used in processing language, images, audio, and the web
· The current generation of tools used in the marketplace
· What’s next in applied AI for businesses
Course Curriculum
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- Definitions of AI 00:00:00
- Types of AI 00:00:00
- Mathematics in AI 00:00:00
- Deep and Wide learning 00:00:00
- AI and SciFi 00:00:00
- AI in the Modern Age 00:00:00
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- Supervised vs. Unsupervised 00:00:00
- Classification 00:00:00
- Regression 00:00:00
- Clustering 00:00:00
- Dimensionality Regression 00:00:00
- Ensemble Methods 00:00:00
- Rules Systems 00:00:00
- Feedback loops 00:00:00
- RETE and beyond 00:00:00
- Expert Systems in practice 00:00:00
- Language and Semantic Meaning 00:00:00
- Bigrams, Trigrams, and n-Grams 00:00:00
- Root stemming and branching 00:00:00
- NLP in the world 00:00:00
- Sentiment: The beginnings of emotional understanding 00:00:00
- Sentiment indicators 00:00:00
- Sentiment Sampling 00:00:00
- Algorithmic Trading on Sentiment 00:00:00
- Predicting Elections 00:00:00
- Current Developments 00:00:00
- Gazing the Crystal Ball 00:00:00
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