CS5011: Introduction to Machine Learning
Fall 2014
Lecture 3: A - Statistical Decision Theory
Lecturer: B. Ravindran
Scribe: Sahil Sharma
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CS5011: Introduction to Machine Learning
Fall 2014
Lecture 2: A-Introduction to Linear Algebra
Lecturer: Dhanvin Mehta
Scribes: Varshaa Naganathan
Disclaimer: These notes have not been subjected to the usual scrutiny reserved for formal publications.
They
CS5011: Introduction to Machine Learning
Fall 2014
Lecture 3: B - Statistical Decision Theory - 1
Lecturer: B Ravindran
Scribe: Mahak Goindani
Disclaimer: These notes have not been subjected to the usual scrutiny reserved for formal publications.
They may
CS5011: Introduction to Machine Learning
Fall 2014
Lecture 4: A - Bayesian Learning I
Lecturer: Akhilesh Godi
Scribes: Surya Rajan
Disclaimer: These notes have not been subjected to the usual scrutiny reserved for formal publications.
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CS5040: Introduction to Machine Learning
Fall 2014
Lecture 6A: Linear Regression
Lecturer: B. Ravindran
Scribe: Gayathri Meka
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CS5011: Introduction to Machine Learning
Fall 2014
Lecture 5: B - Classes Of Restricted Estimators and Model Selections
Lecturer: B.Ravindaran
Scribes: Vamsi Krishna Bokam
Disclaimer: These notes have not been subjected to the usual scrutiny reserved for
-B
CS5011: Introduction to Machine Learning
Fall 2014
Lecture 4-B: Bayesian Estimation and Conjugate Priors
Lecturer: Akhilesh Godi
Scribes: Rohith
Disclaimer: These notes have not been subjected to the usual scrutiny reserved for formal publications.
The
CS5011: Introduction to Machine Learning
Fall 2014
Lecture 5: A - Statistical Decision Theory - 2
Lecturer: Balaram Ravindran
Scribe: Adarsh A Tadimari
Disclaimer: These notes have not been subjected to the usual scrutiny reserved for formal publications.
CS5011: Introduction to Machine Learning
Fall 2014
Lecture 8: Linear Regression
Lecturer: Balaram Ravindran
Scribes: S Mohana Prasad
Disclaimer: These notes have not been subjected to the usual scrutiny reserved for formal publications.
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CS5011: Introduction to Machine Learning
Fall 2014
Lecture 9: A - Linear Classication - 1
Lecturer: B. Ravindran
Scribes: Mardava Gubbi
Disclaimer: These notes have not been subjected to the usual scrutiny reserved for formal publications.
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CS5011: Introduction to Machine Learning
Fall 2014
Lecture 7: B - Convex Optimisation and Duality
Lecturer: Sarath Chandar A P
Scribes: Manoj Kumar Sure
Disclaimer: These notes have not been subjected to the usual scrutiny reserved for formal publications
CS5011: Introduction to Machine Learning
Fall 2014
Lecture 10-A:Logistic Regression
Lecturer: Balaram Ravindran
Scribes: Vaishnavi Muralidharan
Disclaimer: These notes have not been subjected to the usual scrutiny reserved for formal publications.
They ma