AI: Deep Learning in 7 lines of code

Deep Learning in 7 lines of code – Chatbot’s Life

"The essence of machine learning is recognizing patterns within data. This boils down to 3 things: data, software and math. What can be done in seven lines of code you ask? A lot."

"TFLearn: Deep learning library featuring a higher-level API for (Google's) TensorFlow."

# Build neural network
net = tflearn.input_data(shape=[None, 5])
net = tflearn.fully_connected(net, 32)
net = tflearn.fully_connected(net, 32)
net = tflearn.fully_connected(net, 2, activation='softmax')
net = tflearn.regression(net)

# Define model and setup tensorboard
model = tflearn.DNN(net, tensorboard_dir='tflearn_logs')
# Start training (apply gradient descent algorithm)
model.fit(train_x, train_y, n_epoch=500, batch_size=16, show_metric=True)

jupyter / iPython notebook @ GitHub

link from: Data Newsletter - O'Reilly Media

"Zeit now" cloud deployment tool, socket.io

very informative podcast interview:

Deployment made easy with Zeit on the Hanselminutes Technology Podcast: Fresh Air for Developers
"Guillermo Rauch created socket.io and got the internet excited about WebSockets. Now he's teamed up and created a new cloud company - Zeit - and they are kicking the internet again with "now." Just create a folder, put some files or an app in it and type "now" and you've deployed a cloud scale app."

Now: realtime global deployments
"Make Cloud Computing as Easy and Accessible as Mobile computing."

"now is the fastest way for individuals, teams and organizations to deploy and scale in the cloud."

ZEIT – About

ZEIT – Documentation

Guillermo Rauch

rauchg (Guillermo Rauch) · GitHub

rauchg (Guillermo Rauch) / Repositories · GitHub

GitHub - rauchg/socket.io-computer: a collaborative virtual machine