Machine Learning- Sudeshna Sarkar
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Технологии
Introduction to Machine Learning:
This channel gives an overview of the course and its organisation. This is followed by a brief discussion of the history of machine learning and its relevance in the present day world. The general workflow of machine learning and a few domains of application are also described.
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14 видео
Kmeans Clustering
Introduction to Computational Learning Theory
Introduction
Agglomerative Hierarchical Clustering
Introduction to Clustering
Python Exercise on kmeans clustering
Bagging and Boosting
Introduction to Ensembles
VC Dimension
Sample Complexity: Finite Hypothesis Space
Tutorial VI
Python Exercise on Neural Network
Neural Network and Backpropagation Algorithm
