Nginx + Docker + Let'sEncrypt on Ubuntu
Docker and Kubernetes
Another way to put it
Website Testing Tools
Practices for debugging
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Resources for TensorFlow, Machine Learning and AI
: Go beyond the hype, understand each term that is used in Machine Learning workflows. It's also a good baseline to build your organization's Machine Learning glossary.
: One place for all the best and always up to date content on TensorFlow and best practices on Machine Learning.
Research Publication from Google
: All the research papers from Google Research
: Cause otherwise it's insane amount of research content
: Best content on learning machine learning constantly updated
Google AI blog
: Latest news from Google AI to keep a tab on what's new in Machine Learning
: Free hosted notebooks from Google AI team with free GPU and TPU access
: Free hosted notebooks from the Kaggle team with free access to GPUs and amazing community
: Free datasets to use for your data science and machine learning projects
: Competitions to test your mettle with the best in the world
: Google search for datasets of all kinds from various sources
: Open Source, end to end machine learning platform built with the power of TensorFlow,
and other similar best technologies.
No code, no problem!
Get the best machine learning models for you without need for any code or machine learning experiences.
: Visualization for Machine Learning datasets which works seamlessly regardless of the data size and type
... you could inspect a machine learning model, with no coding required?
: Machine Learning for mobile developers, making mobile Machine learning smooth
TF Research Cloud
: TPUs for researchers working on cutting edge deep learning research.
: Prebuilt models that can be utilized by tensorflow's hub API
: Meet machine learning user, researchers and industry leaders utilizing or contributing to TensorFlow.
: Neural Information Processing Systems (NeurIPS) is a multi-track machine learning and computational neuroscience conference.
: A one stop place to learn and understand various Machine Learning concepts.
: Showcase of simple experiments by Google to start exploring machine learning.
: An interactive playground to train and test a model in browser
: Interactive Machine Learning examples with linked notebooks
: Music by machines, no, not the clunky kind
: Examples of using TensorFlow
: Shows how TPUs are more powerful than other processing systems
: End-To-End Machine Learning walkthrough, updated regularly!
: End-To-End solution that you can use in production right now on Google Cloud
Learn ML basics
TF with Google Cloud
TF with Kubeflow
TF and DeepLearning without a PhD
Keras basic classification
MNIST using TPUs
Google AI Team
TensorFlow on Twitter
TensorFlow on Medium
TensorFlow on YouTube
Siraj Raval on YouTube
Arxiv Insights on YouTube