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Build an AI Programmer using Recurrent Neural Network (3)

Recurrent Neural Networks (RNNs) are gaining a lot of attention in recent years because it has shown great promise in many natural language processing tasks. Continue »

Build an AI Programmer using Recurrent Neural Network (2)

Recurrent Neural Networks (RNNs) are gaining a lot of attention in recent years because it has shown great promise in many natural language processing tasks. Continue »

Build an AI Programmer using Recurrent Neural Network (1)

Recurrent Neural Networks (RNNs) are gaining a lot of attention in recent years because it has shown great promise in many natural language processing tasks. Continue »

Automatically detecting server downtime using Linux cron job

If you run a website, you may have experienced some down time. Occasionally, the web server can go down. It would be great if we can get an email when the server is down.

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Different Types of Recurrent Neural Network Structures

The following table summarizes the different recurrent neural network structures and the problems they are good at solving. The structure diagrams are pretty intuitive for understanding what kind of network structure is good for your problem.
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How to select the right tool for deep learning?

For deep learning beginners, choosing the right tool can help learning faster. There are many different tools available and it is pretty confusing to select one. The following diagram shows the popular tools. Continue »

Set up development environment for deep learning

Deep learning has gained a lot of attention because it is particularly good at some type of learning which is very useful for real-world applications. Running some simple examples is a good way to start learning this technique. Setting up a development environment is the first step.

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JVM Run-Time Data Areas

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