TensorFlow
Resources for TensorFlow, Machine Learning and AI
Last updated
Was this helpful?
Resources for TensorFlow, Machine Learning and AI
Last updated
Was this helpful?
Docs/Publications
: 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.
: All the research papers from Google Research
: Cause otherwise it's insane amount of research content
: Best content on learning machine learning constantly updated
: Latest news from Google AI to keep a tab on what's new in Machine Learning
Tools
: 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.
: 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
: TPUs for researchers working on cutting edge deep learning research.
: Prebuilt models that can be utilized by tensorflow's hub API
Conferences
: 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.
Demo
: 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 solution
: End-To-End Machine Learning walkthrough, updated regularly!
: End-To-End solution that you can use in production right now on Google Cloud
Hands-on Learning
Structured:
Learn ML basics
TensorFlow 2.0
TF with Google Cloud
TF with Kubeflow
Unstructured:
by
Social/Others