Overview
Things
Story

English
Deep Learning Hands-on Tutorials on AWS/Jupyter
Japanese
ゼロから学ぶディープラーニング - AWS上のJupyterを使ったハンズオ

Published February 4, 2018 © GPL3+

Deep Learning Hands-on Tutorials on AWS/Jupyter

Tutorials of building Jupyter environment on AWS and Deep Learning hands-on

IntermediateFull instructions provided3 hours187

Deep Learning Hands-on Tutorials on AWS/Jupyter

Things used in this project

Software apps and online services

Amazon Web Services AWS EC2

Story

English

Deep Learning Hands-on Tutorials on AWS/Jupyter

Building Jupyter Environment on AWS

Vector and Matrix

Neural-Network Expression by Matrix

Hand-writing Digits Recognition

Finding Hyper Parameters for Higher Accuracy

Convolutional Neural Network Estimation

Japanese

ゼロから学ぶディープラーニング - AWS上のJupyterを使ったハンズオン

グロービス人工知能研究会／テクノベート勉強会で用いたレクチャー資料

AWS上にJupyter環境を構築するためのガイド

ベクトルと行列(file1_vector_and_matrix.ipynb)

ニューラルネットワークを行列計算で表現する(file2_two_layer_NN.ipynb)

手書き文字(数字)認識の実践(file3_gakusyu.ipynb)

より高い精度を出せるハイパーパラメータの探求(file4_hyper_parameter.ipynb)

畳み込みニューラルネットワークの評価(file5_CNN.ipynb)

Credits

Yoshihiro Ochi

5 projects • 18 followers

www.linkedin.com/in/yoshihiro-ochi

Deep Learning Hands-on Tutorials on AWS/Jupyter

Things used in this project

Software apps and online services

Story

English

Deep Learning Hands-on Tutorials on AWS/Jupyter

Japanese

ゼロから学ぶディープラーニング - AWS上のJupyterを使ったハンズオン

Code

Deep Learning Hands-on Tutorials on AWS/Jupyter

Credits

Yoshihiro Ochi

Comments

Embed the widget on your own site

Deep Learning Hands-on Tutorials on AWS/Jupyter

Deep Learning Hands-on Tutorials on AWS/Jupyter

Things used in this project

Software apps and online services

Story

English

Deep Learning Hands-on Tutorials on AWS/Jupyter

Japanese

ゼロから学ぶディープラーニング - AWS上のJupyterを使ったハンズオン

Code

Deep Learning Hands-on Tutorials on AWS/Jupyter

Credits

Yoshihiro Ochi

Comments

Related channels and tags