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Machine Learning With Python Full Course In 9 Hours | Machine Learning Tutorial | Simplilearn



🔥Free Machine Learning Course: https://www.simplilearn.com/learn-machine-learning-basics-skillup?utm_campaign=MachineLearning&utm_medium=DescriptionFirstFold&utm_source=youtube
In this video on Machine Learning with Python, you will understand the basics of machine learning from a short animated video and know the essential applications of machine learning. You will understand machine learning concepts and understand why mathematics, statistics, and linear algebra are crucial. We’ll then focus on some vital machine learning algorithms. We’ll also learn about regularization, dimensionality reduction, PCA. We will perform a prediction analysis on the recently held US Elections. Finally, you will study the Machine Learning roadmap for 2021? Let’s begin!

00:00:00 Machine Learning Basics
00:08:45 Top 10 applications of machine learning
00:13:40 Machine Learning Tutorial Part-1
01:15:10 Machine Learning Tutorial Part-2
02:10:47 Mathematics for Machine Learning
04:01:00 Linear Regression Analysis
04:20:37 Logistic Regression
04:38:35 Confusion Matrix
04:58:31 Decision Tree in Machine Learning
05:20:30 Random Forest
05:50:29 K Nearest Neighbors
06:16:56 Support Vector Machine
06:35:57 Regularization in ML
07:05:03 PCA
07:35:16 US Election Prediction
08:03:49 Machine Learning roadmap 2021

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