100 Days Challenge Day 9 - Gradient Descent with Large Datasets, Online Learning, Photo OCR
100 Days Challenge - Day 9
Note: This is the last slide of Andrew Ng's Machine Learning Course |
Gradient Descent with Large Datasets, Online Learning, Photo OCR
Revised Week 10 and Week 11 (last two) of Andrew Ng's Machine Learning course on Coursera which I had already completed a few months ago.
Topics covered include:
Gradient Descent with Large Datasets
- Batch Gradient Descent
- Stochastic Gradient Descent
- Mini-Batch Gradient Descent
Map-Reduce and Data Parallelism
OCR
- Sliding Windows
- Getting Synthetic Data
- Ceiling Analysis
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