Machine Learning with Python | Machine Learning Tutorial for Beginners
In this tutorial, you'll learning Machine Learning with Python programming.
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Machine learning is a branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.
⭐ Table of Contents ⭐
⌨️ (0:00) Machine learning Intro
⌨️ (22:26) Linear Regression
⌨️ (42:03) Train test split
⌨️ (46:58) Model evaluation
⌨️ (1:07:37) sklearn pipeline
⌨️ (1:36:16) Logistic regression
⌨️ (2:04:55) Decision boundaries
⌨️ (2:19:52) Confusion Matrices
⌨️ (2:33:52) Recall and Precision
⌨️ (2:48:01) Regularization and standardization
⌨️ (3:03:56) K-means clustering
⌨️ (3:29:57) K-means clustering with sklearn
#machinelearning #python #datascience
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