1:12:17Lecture #1 - Course Introduction and Motivation
A 72-minute video from Cognitive Computation Group: “Lecture #1 - Course Introduction and Motivation”.
Cognitive Computation Group
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1:12:17
1:04:21Lecture #10 - On-line Learning (Part - 5) - Kernels
A 64-minute video from Cognitive Computation Group: “Lecture #10 - On-line Learning (Part - 5) - Kernels”.
1:11:43Lecture #11 - Neural Networks (Part - 1)
A 72-minute video from Cognitive Computation Group: “Lecture #11 - Neural Networks (Part - 1)”.
58:25Lecture #12 - Neural Networks (Part - 2)
A 58-minute video from Cognitive Computation Group: “Lecture #12 - Neural Networks (Part - 2)”.
1:14:00Lecture #13 - Computational Learning Theory (Part - 1)
A 74-minute video from Cognitive Computation Group: “Lecture #13 - Computational Learning Theory (Part - 1)”.
1:13:13Lecture #14 - Computational Learning Theory (Part - 2)
A 73-minute video from Cognitive Computation Group: “Lecture #14 - Computational Learning Theory (Part - 2)”.
1:04:28Lecture #16 - Support Vector Machines
A 64-minute video from Cognitive Computation Group: “Lecture #16 - Support Vector Machines”.
1:11:26Lecture #17 - Multiclass Classification (Part - 1)
A 71-minute video from Cognitive Computation Group: “Lecture #17 - Multiclass Classification (Part - 1)”.
1:12:58Lecture #18 - Multiclass Classification (Part - 2)
A 73-minute video from Cognitive Computation Group: “Lecture #18 - Multiclass Classification (Part - 2)”.
1:13:47Lecture #19 - Bayesian Learning (Part - 1)
A 74-minute video from Cognitive Computation Group: “Lecture #19 - Bayesian Learning (Part - 1)”.
1:12:26Lecture #2 - Introduction to Machine Learning (Part - 1)
A 72-minute video from Cognitive Computation Group: “Lecture #2 - Introduction to Machine Learning (Part - 1)”.
1:12:02Lecture #20 - Bayesian Learning (Part - 2)
A 72-minute video from Cognitive Computation Group: “Lecture #20 - Bayesian Learning (Part - 2)”.
1:10:31Lecture #21 - EM Algorithm
A 71-minute video from Cognitive Computation Group: “Lecture #21 - EM Algorithm”.
1:12:26Lecture #22 - Learning Probability Distributions (Part - 1)
A 72-minute video from Cognitive Computation Group: “Lecture #22 - Learning Probability Distributions (Part - 1)”.
1:15:21Lecture #23 - Learning Probability Distributions (Part - 2)
A 75-minute video from Cognitive Computation Group: “Lecture #23 - Learning Probability Distributions (Part - 2)”.
1:03:51Lecture #24 - Clustering
A 64-minute video from Cognitive Computation Group: “Lecture #24 - Clustering”.
1:14:02Lecture #3 - Introduction to Machine Learning (Part - 2)
A 74-minute video from Cognitive Computation Group: “Lecture #3 - Introduction to Machine Learning (Part - 2)”.
1:13:26Lecture #4 - Decision Trees (Part - 1)
A 73-minute video from Cognitive Computation Group: “Lecture #4 - Decision Trees (Part - 1)”.
1:07:00Lecture #5 - Decision Trees (Part - 2)
A 67-minute video from Cognitive Computation Group: “Lecture #5 - Decision Trees (Part - 2)”.
1:06:59Lecture #6 - On-line Learning (Part - 1)
A 67-minute video from Cognitive Computation Group: “Lecture #6 - On-line Learning (Part - 1)”.
1:12:55Lecture #7 - On-line Learning (Part - 2)
A 73-minute video from Cognitive Computation Group: “Lecture #7 - On-line Learning (Part - 2)”.
1:15:15Lecture #8 - On-line Learning (Part - 3)
A 75-minute video from Cognitive Computation Group: “Lecture #8 - On-line Learning (Part - 3)”.
1:10:32Lecture #9 - On-line Learning (Part - 4) - Kernels
A 71-minute video from Cognitive Computation Group: “Lecture #9 - On-line Learning (Part - 4) - Kernels”.