Advanced Machine Learning
By ComputerScience
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Category: Courses
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Episodes: 11
Description
Machine learning (ML) is a field of computer science that allows systems to learn from experience and improve their performance. ML is used to solve problems that are difficult or impossible to program explicitly, such as speech recognition and navigating on Mars. ML is similar to statistics, but its focus is on building autonomous agents rather than helping humans draw conclusions. ML can be supervised (expected output is given) or unsupervised (no expected output given).
| Episode | Date |
|---|---|
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11. LLM
|
Nov 17, 2024 |
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10. Time Series
|
Nov 17, 2024 |
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09. Seq to Seq
|
Nov 17, 2024 |
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08. Drift Detection
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Nov 17, 2024 |
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07. - Generative Adversarial Networks (GANs)
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Nov 17, 2024 |
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06. Introduction to Basic Deep learning
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Nov 17, 2024 |
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05. Transfer Learning
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Nov 17, 2024 |
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04. Dimensionality Reduction
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Nov 17, 2024 |
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03. Neural Networks Continued
|
Nov 17, 2024 |
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02. Introduction to Neural Networks
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Nov 17, 2024 |
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01. Machine Learning Basics
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Nov 17, 2024 |