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  1. Notes

TensorFlow

Resources for TensorFlow, Machine Learning and AI

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Last updated 1 year ago

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  • 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

ML Glossary
TensorFlow docs
Research Publication from Google
Arxive Sanity
AI education
Google AI blog
CoLab
Kaggle Kernels
Kaggle Datasets
Kaggle Competitions
Dataset search
Kubeflow
Kubernetes
Dataflow
TFX
Hub
Serving
AutoML
No code, no problem!
Facets
What-If
ML Kit
TF Research Cloud
TFHub.dev
TensorFlow DevSummit
NeurIPS
TensorFlow Playground
AI Experiments
TechableMachines
Seedbank
Magenta Demos
TF/examples
TPU demo
Presentation
Code
TF and DeepLearning without a PhD
Keras basic classification
MNIST using TPUs
Martin Gorner
Google AI Team
TensorFlow on Twitter
TensorFlow on Medium
TensorFlow on YouTube
Siraj Raval on YouTube
Arxiv Insights on YouTube