Exploring Machine Learning Techniques Week 2 Iit Madras Summarized Audiobook
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- 0:00 Introduction to
- 0:00 Sets and functions 17:20 Univariate calculus: continuity & differentiability 35:50 Univariate calculus: derivatives & linear ...
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0:00 Issues with PCA | eigenfaces, face recognition & non-linear data challenges 5:56 Time-complexity issue with PCA | efficient ... MLT 0:00 Introduction to estimation | probabilistic models, parameter estimation 11:22 Maximum Likelihood estimation 35:06 Bayesian ... 0:00 Introduction to clustering | partitioning data & motivation behind k-means 5:10 K-means clustering (Lloyd's algorithm) ...
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