Jump Start Workshop – DL Dev 01 December – Deep Learning Developer Courses

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Course Content

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Modules Status

1

Python Basics

Python in One Video

2

Intro to Deep Learning

Deep Learning Introduction

Deep Learning Mathematics

3

Neural Network Basics

Fastest Path to Deep Learning

Playground Walkthrough

4

Keras Basics

Your First Notebook – Sequential

Functional Models

NLP/MLP Notebook

Keras Callbacks

Keras TensorBoard

5

CNNs

Introduction to CNNs

CNNs in Keras

6

Transfer Learning

Keras Transfer Learning

7

RNNs

Introduction to RNNs

Embeddings

8

Projects

Lesson: Flower Solution

9

TPUs

Keras – TPU

Keras – TPU

10

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