General
Пройти курс "Machine Learning"
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Goal Accomplishment Criteria
Отримано сертифікат з курсу "Machine Learning"
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Week 1
Introduction
Linear Regression with One Variable
Linear Algebra Review
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Week 2
Linear Regression with Multiple Variables
Octave Tutorial
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Week 3
Logistic Regression
Regularization
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Week 4
Neural Networks: Representation
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Week 5
Neural Networks: Learning
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Week 6
Advice for Applying Machine Learning
Machine Learning System Design
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Week 7
Support Vector Machines (SVMs)
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Week 8
Unsupervised Learning
Dimensionality Reduction
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Week 9
Anomaly Detection
Recommender Systems -
Week 10
Large Scale Machine Learning
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Week 11
Application Example: Photo OCR
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