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Overview
Learn to create machine learning algorithms in Python for students and professionals What you'll learn: Learn Python programming and Scikit learn applied to machine learning regressionUnderstand the underlying theory behind simple and multiple linear regression techniquesLearn to solve regression problems (linear regression and logistic regression)Learn the theory and the practical implementation of logistic regression using sklearnLearn the mathematics behind decision treesLearn about the different algorithms for clustering To understand how organizations like Google, Amazon, and even Udemy use machine...
Syllabus
- Introduction to Machine Learning
- Optional: Setting Up Python & ML Algorithms Implementation
- Simple Linear Regression
- Multiple Linear Regression
- Classification Algorithms: K-Nearest Neighbors
- Classification Algorithms: Decision Tree
- Classification Algorithms: Logistic regression
- Clustering
- Recommender System
- Conclusion
Instructor
Meta Brains
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