Gradient Descent:
https://youtu.be/IUmFzIU-Cp4
Maximum Likelihood Estimation:
https://youtu.be/WIPUh9yWM4c
Naive Bayes:
https://youtu.be/DV3F7AZOAE0
Linear Regression:
https://youtu.be/BGiAcoU4yWk
Python Codes:
https://towardsdatascience.com/logistic-regression-detailed-overview-46c4da4303bc
https://www.stat.cmu.edu/~cshalizi/uADA/12/lectures/ch12.pdf
Logistic Regression (Handwritten Digit Recognition):
https://realpython.com/logistic-regression-python/#logistic-regression-in-python-handwriting-recognition
Logistic Regression (University admission):
https://towardsdatascience.com/building-a-logistic-regression-in-python-301d27367c24
Logistic Regression (Consumer Purchase):
https://www.geeksforgeeks.org/ml-logistic-regression-using-python/
Logistic Regression (Multi-Class):
https://youtu.be/E6MNiNsESl4
#DataScience #MachineLearning #LogisticRegression #LinearRegression #SupervisedLearning #NormalEquation #GradientDescent #MaximumLikelihoodEstimation
