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Deep Learning Fundamentals

Deep Learning Fundamentals

Deep Learning Fundamentals

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Intro to Deep Learning Fundamentals

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00:20

Intro to Deep Learning Fundamentals

Overview

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09:51

Overview

Bayesian Approach to Clinical Decision Making

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09:27

Bayesian Approach to Clinical Decision Making

Sensitivity, Specificity, and Likelihood Ratios

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09:05

Sensitivity, Specificity, and Likelihood Ratios

Intro to Machine Learning

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07:53

Intro to Machine Learning

Supervised/Unsupervised Learning and Classification/Regression Tasks

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07:36

Supervised/Unsupervised Learning and Classification/Regression Tasks

Neural Network Basics

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09:32

Neural Network Basics

The Backward Pass: Gradient Descent

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05:45

The Backward Pass: Gradient Descent