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Artificial Intelligence & Machine Learning
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Supervised Machine Learning: Regression and Classification
Coursera
Platform
· California, USA
About this course
In this first course of the Machine Learning Specialization, you build and train supervised machine learning models for prediction and binary classification using Python, NumPy, and scikit-learn. You learn linear and logistic regression, gradient descent, cost functions, feature scaling and engineering, polynomial regression, and regularization, and practice implementing these techniques in hands-on labs and assignments.
Prerequisite Skills
Skills you should have before taking this course
Basic Statistics
Python Programming Basics
Basic Linear Algebra
Skills Gained
Skills you will develop by completing this course
Machine Learning
Python Programming
Supervised Learning
Model Evaluation
Logistic Regression
Linear Regression
Gradient Descent
Feature Engineering