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Introduction to reinforcement learning and OpenAI Gym
A demonstration of basic reinforcement learning problems.
Learning | AI
The latest insights, ideas, and tools for building solutions that rely on machine intelligence.
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Perform sentiment analysis with LSTMs, using TensorFlow
Explore a highly effective deep learning approach to sentiment analysis using TensorFlow and LSTM networks.
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How can I tokenize a sentence with Python?
Learn how to tokenize, breaking a sentence down into its words and punctuation, using NLTK and spaCy.
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Caption this, with TensorFlow
How to build and train an image caption generator using a TensorFlow notebook.
Video
How does Google's driverless car work?
Learn how deep learning has accelerated the realization of driverless vehicles and what that means for the future.
Video
How does Facebook recognize my face and the faces of friends and family?
Learn how Facebook and other trailblazers use AI technologies to recognize human features.
Video
How does IBM Watson search TED Talks?
Learn how you can open up non-text content to search with deep learning.
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Build a super fast deep learning machine for under $1,000
The adventures in deep learning and cheap hardware continue!
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Practical artificial intelligence in the cloud
Mike Barlow examines the growth of sophisticated cloud-based AI and machine learning services for a growing market of developers and users in business and academia.
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Not another MNIST tutorial with TensorFlow
An informative, visual, and interactive MNIST tutorial.
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Complex neural networks made easy by Chainer
A define-by-run approach allows for flexibility and simplicity when building deep learning networks.
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TensorFlow for mobile poets
Running your image classifier in your own iOS application.
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TensorFlow on Android
Take deep learning mobile.
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How to build a robot that “sees” with $100 and TensorFlow
Adventures in deep learning, cheap hardware, and object recognition.
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Dive into TensorFlow with Linux
Building a fast, accurate image classifier on the cheap.
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Hello, TensorFlow!
Building and training your first TensorFlow graph from the ground up.
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A poet does TensorFlow
Pete Warden’s instructions on building a deep learning classifier looked so simple, I had to try it myself.
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TensorFlow for poets
How to build your own image classifier with no coding.
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An illustrated introduction to the t-SNE algorithm
This post is an introduction to a popular dimensionality reduction algorithm: t-distributed stochastic neighbor embedding (t-SNE).
Video
Crowdsourcing at GoDaddy: How I Learned to Stop Worrying and Love the Crowd
Adam Marcus explains how to effectively benefit from crowd workers to solve your most challenging tasks. He uses examples from the wild and from his work at GoDaddy.
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Thoughtful Machine Learning: Sentiment Analysis Using Support Vector Machines in Ruby
In this webcast Matthew Kirk will detect sentiment in tweets using the Support Vector Machines algorithm.
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How to build and run your first deep learning network
Step-by-step instruction on training your own neural network.