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Unleash Deep Learning: Begin Visually with Caffe and DIGITS

Video Introducing this tutorial

Introduction and Overview :
Introduction
Basic Machine Learning
2 questions


App 1: Your first Deep Neural Network :
Overview and Download MNIST
Step 2: Create a LMDB dataset in DIGITS
Step 3: Create a Lenet model in DIGITS
Step 4: Train Lenet
Step 5: Classify using the trained Lenet model
Step 6: Under the hood
Summary


App 2: A simple custom DNN :
Customize Lenet based on the simple ANN course
Under the hood of Caffe
Summary


Bonus :
Deploy a trained model without using the DIGITS interface
Courses in the Machine Learning Series