Coursera - Machine Learning

This is a MOOC offered by Stanford University.

• Coursera Website

Tags

• Author : AH Uyekita
• Date : 15/01/2019
• MOOC : Coursera
• University: Stanford University
• Course : Machine Learning
  • Instructor: Andrew Ng

Notebooks

• Bookdown 📖
• Project 01
• Project 02
• Project 03

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Course Syllabus

This course is divided into 11 weeks.

• Lesson 01 - Introduction
• Lesson 02 - Linear Regression with Multiple Variables
• Lesson 03 - Logistic Regression
• Lesson 04 - Neural Networks: Representation
• Lesson 05 - Neural Networks: Learning
• Lesson 06 - Advice for Applying Machine Learning
• Lesson 07 - Support Vector Machines
• Lesson 08 - Unsupervised Learning
• Lesson 09 - Anomaly Detection
• Lesson 10 - Large Scale Machine Learning
• Lesson 11 - Application Example: Photo OCR