Spin up a Node.JS Server in Kubernetes in 10 Minutes
Hey everyone!
I wrote this quick guide to help you to get started with k8s in 10 min.
In this guide, I show you how to spin a quick Node.js server in Kubernetes and to grasp some of its main concepts. Here is the source code.
Install kubectl
First ...
more ...18 Tips for Website Performance
1. Test your Website’s Speed
Use a website speed test tool to analyze the overall speed of your website. For instance, KeyCDN’s website speed test tool or WebPageTest can useful (and they both support HTTP/2). You could also use a JavaScript profiler.
2. Load Test Your Site ...
more ...To All the AR & VR Groms Out There
Hi Everyone!
I am sharing a compilation of some of VR & AR resources that I have been learning and reading from. If you enjoyed it, star and contribute to the awesome AR and VR github repo 😎!
Augmented Reality
AR Platforms
- ARKit Developer Portal (Apple): Apple’s developer portal for ARKit ...
Introducing a GCP Pub/Sub Message Framework
To try to make sense of all the logs from different sources on GCP pub/sub, I created this little serverless framework that uses Kafka streams for alerting correlation on Kubernetes.
Installing Kubeless
Follow these instructions. Customize Kubeless config file at kubeless-config.yaml and then run:
$ make kl
Creating Kubeless ...
more ...Studies in Machine Learning & AI - #12
In the Archives
- Fully Character-Level Neural Machine Translation without Explicit Segmentation.
- Modeling Genre with The Music Genome Project.
In the News
Interesting Videos
Some Slides & Classes
more ...Studies in Machine Learning & AI - #11
In the Archives
- Playing FPS Games with Deep Reinforcement Learning.
- Energy-based Generative Adversarial Network.
- On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima.
- SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient.
- Show and Tell: Lessons learned from the 2015 MSCOCO Image Captioning Challenge.
- Target-driven Visual Navigation in Indoor ...
Studies in Machine Learning & AI - #10
Papers
- WaveNet: A Generative Model for Raw Audio.
- Episodic Exploration for Deep Deterministic Policies: An Application to StarCraft Micromanagement Tasks.
- Defeating Image Obfuscation with Deep Learning.
- Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network.
News
- WaveNet: A Generative Model for Raw Audio.
- Attention and Augmented Recurrent Neural Networks.
- Attractor ...
Studies in Machine Learning & AI - #9
Papers
- Why does deep and cheap learning work so well?.
- Densely connected convolutional networks.
- Pixel Recurrent Neural Networks.
- Deep Neural Networks for YouTube Recommendations.
- Understanding Deep Convolutional Networks.
News
- Stanford's Artificial Intelligence and Life in 2030.
- OpenAI's Infrastructure for Deep Learning.
- The Unreasonable Confusion of Variational Autoenconders. *Machine ...
Studies in Machine Learning & AI - #8
Papers
- Why does deep and cheap learning work so well?.
- Densely Connected Convolutional Networks.
- Stanford's Artificial Intelligence and Life in 2030.
- Visualizing and Understanding Convolutional Networks (2013).
- Machine Comprehension Using Match-LSTM and Answer Pointer.
- Deep Neural Networks for YouTube Recommendations.
News
more ...Studies in Machine Learning & AI - #7
Papers
- Decoupled Neural Interfaces using Synthetic Gradients. New DeepMind's paper reviewing backpropagation, using a modeled synthetic gradient in place of true backpropagated error gradients. Backpropagation is a bottleneck in DNN, so the idea is instead to use an asynchronous estimator, that would be obtained by supervised training of another ...