Introduction to Machine Learning - Unknown - Season 1

TheTVDB.com Season ID 1899303
Created February 4, 2021
Modified February 4, 2021

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	Name	First Aired	Runtime
S01E01	Telling the Computer What We Want	The Great Courses	31
S01E02	Starting with Python Notebooks and Colab	The Great Courses	17
S01E03	Decision Trees for Logical Rules	The Great Courses	31
S01E04	Neural Networks for Perceptual Rules	The Great Courses	30
S01E05	Opening the Black Box of a Neural Network	The Great Courses	29
S01E06	Bayesian Models for Probability Prediction	The Great Courses	29
S01E07	Genetic Algorithms for Evolved Rules	The Great Courses	28
S01E08	Nearest Neighbors for Using Similarity	The Great Courses	29
S01E09	The Fundamental Pitfall of Overfitting	The Great Courses	28
S01E10	Pitfalls in Applying Machine Learning	The Great Courses	28
S01E11	Clustering and Semi-Supervised Learning	The Great Courses	27
S01E12	Recommendations with Three Types of Learning	The Great Courses	30
S01E13	Games with Reinforcement Learning	The Great Courses	30
S01E14	Deep Learning for Computer Vision	The Great Courses	27
S01E15	Getting a Deep Learner Back on Track	The Great Courses	30
S01E16	Text Categorization with Words as Vectors	The Great Courses	30
S01E17	Deep Networks That Output Language	The Great Courses	29
S01E18	Making Stylistic Images with Deep Networks	The Great Courses	29
S01E19	Making Photorealistic Images with GANs	The Great Courses	30
S01E20	Deep Learning for Speech Recognition	The Great Courses	30
S01E21	Inverse Reinforcement Learning from People	The Great Courses	29
S01E22	Causal Inference Comes to Machine Learning	The Great Courses	30
S01E23	The Unexpected Power of Over-Parameterization	The Great Courses	30
S01E24	Protecting Privacy within Machine Learning	The Great Courses	31
S01E25	Mastering the Machine Learning Process	The Great Courses	34

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