Creator: Alex Snow and Volunteers
Publisher: Alex Snow School
Publication Date:
Updated:
Audience: Computer Science Students, ML and AI Enthusiasts, and IT Professionals
License:
Public Domain
Pre-perquisite: ဒီ course ကို Computer Science, Machine Learning theory, Python Programming တွေ အခြေခံရှိပြီးမှ တက်သင့်ပါတယ်။
Week 1
Registration
Why ML Strategy
Setting up your goal for ML Project
Setting up your goal for ML Project Part 2
Comparing to human-level performance
Week 2
Mismatched training and dev/test set
Learning from multiple tasks
End-to-end deep learning
Reading List
- 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
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