The Machine Learning in Python Series: Level 1

New, Created by Hadelin de Ponteves, Kirill Eremenko

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In this course you will master the foundations of Machine Learning and practice building ML models with real-world case studies. We will start from scratch and explain:

What you'll learn

• Machine Learning
• The Machine Learning Process
• Regression
• Ordinary Least Squares
• Simple Linear Regression
• Multiple Linear Regression
• R-Squared
• Adjusted R-Squared
• Classification
• Maximum Likelihood
• Feature Scaling
• Confusion Matrix
• Accuracy
• Clustering
• K-Means Clustering
• The Elbow Method
• K-Means++
• Build Machine Learning models in Python
• Make Predictions
• Show less