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100 Days of ML Day 35 - Metrics and Train/Dev/Test Split

January 06, 2020 Deep Learning, Evaluation, Neural Networks, Optimization

100 Days of ML Day 35

Metrics and Train/Dev/Test Split

Watched some videos from Week 1 of Structuring Machine Learning Projects Course on Youtube.

Videos:
Improving Model Performance (C3W1L01)
Orthogonalization
Single Number Evaluation Metric (C3W1L03)
Satisficing and Optimizing Metrics (C3W1L04)
Train/Dev/Test Set Distributions (C3W1L05)
Sizeof Dev and Test Sets (C3W1L06)
When to Change Dev/Test Sets (C3W1L07)

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