Top Machine Learning Algorithms
Top Machine Learning Algorithms
Embedded Files
Logistic Regression
Logistic Regression
Util functions
Util functions
Binary Classification
Binary Classification
Multi-class Classification
Multi-class Classification
Relevant reading materials:
Relevant reading materials:
Pattern Recognition and Machine Learning (Information Science and Statistics) by Christopher M. Bishop – Chapter 4.3 Logistic Regression (p.205 – p.209)
Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville- Chapter 5.7.1. Probabilistic Supervised Learning
Relevant video lectures:
Relevant video lectures:
Andrew Ng’s – Lecture 6.1 – 6.7 Logistic Regression
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