Structuring Machine Learning Projects

Pre-perquisite: ဒီ course ကို Computer Science, Machine Learning theory, Python Programming တွေ အခြေခံရှိပြီးမှ တက်သင့်ပါတယ်။

Week 1Permalink

RegistrationPermalink

Why ML StrategyPermalink

Setting up your goal for ML ProjectPermalink

Setting up your goal for ML Project Part 2Permalink

Comparing to human-level performancePermalink

Week 2Permalink

Mismatched training and dev/test setPermalink

Learning from multiple tasksPermalink

End-to-end deep learningPermalink

Reading ListPermalink

• Coursera: Structuring Machine Learning Projects
• Computing the derivatives of a function using computational graph
• Computing the derivatives of Logistic Regression
• Logistic Regression
• Machine Learning Yearning