# ML Community Day | November 9 at 9 am PST | Learn what's new with TensorFlow, JAX, On-Device ML

Virtual event \| November 9, 2021

# Thanks for joining us at ML Community Day!

If you missed the event, watch our session
[playlist](https://www.youtube.com/playlist?list=PLQY2H8rRoyvzocmvukOQKPVcrkCrUaPAb)
or on demand below.

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![](https://www.tensorflow.org/static/site-assets/images/marketing/ml-community-day/ml-community-day.png)

## What's new in Google's ML ecosystem

<button aria-label="Watch the video" class="tensorsite-card__href devsite-dialog-button" data-modal-dialog-id="video-modal--ysOeGe0SCls"> </button> ![](https://www.tensorflow.org/static/site-assets/images/marketing/ml-community-day/MLCD21_201.1_Thumb.jpg)
Machine learning tools from Google 2021 \| Keynote

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<button class="devsite-dialog-close"> </button> [Video](https://www.youtube.com/watch?v=ysOeGe0SCls) <button aria-label="Watch the video" class="tensorsite-card__href devsite-dialog-button" data-modal-dialog-id="video-modal--wqXVIkdy52E"> </button> ![](https://www.tensorflow.org/static/site-assets/images/marketing/ml-community-day/MLCD21_205_Thumb.png)
Building fair, ethical, and responsible AI with the Responsible AI Toolkit

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[Learn more](https://www.tensorflow.org/responsible_ai) <button class="devsite-dialog-close"> </button> [Video](https://www.youtube.com/watch?v=wqXVIkdy52E) <button aria-label="Watch the video" class="tensorsite-card__href devsite-dialog-button" data-modal-dialog-id="video-modal--vhYBaxHs2kI"> </button> ![](https://www.tensorflow.org/static/site-assets/images/marketing/ml-community-day/MLCD21_204_Thumb.png)
Manage MLOps and deploy ML to production with the new and improved TFX

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[Learn more](https://www.youtube.com/playlist?list=PLQY2H8rRoyvxR15n04JiW0ezF5HQRs_8F) <button class="devsite-dialog-close"> </button> [Video](https://www.youtube.com/watch?v=vhYBaxHs2kI)

## ML for mobile, microcontrollers and edge devices

<button aria-label="Watch the video" class="tensorsite-card__href devsite-dialog-button" data-modal-dialog-id="video-modal--Y7DUl5aZtew"> </button> ![](https://www.tensorflow.org/static/site-assets/images/marketing/ml-community-day/MLCD21_201.2_Thumb.jpg)
Maching Learning for mobile \| Keynote

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<button class="devsite-dialog-close"> </button> [Video](https://www.youtube.com/watch?v=Y7DUl5aZtew) <button aria-label="Watch the video" class="tensorsite-card__href devsite-dialog-button" data-modal-dialog-id="video-modal--Ka_qRt8_Glw"> </button> ![](https://www.tensorflow.org/static/site-assets/images/marketing/ml-community-day/MLCD21_203_Thumb.png)
Simplified machine learning on mobile, browsers and edge devices with On-Device Machine Learning

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[Learn more](https://ai.google.dev/edge/litert) <button class="devsite-dialog-close"> </button> [Video](https://www.youtube.com/watch?v=Ka_qRt8_Glw) <button aria-label="Watch the video" class="tensorsite-card__href devsite-dialog-button" data-modal-dialog-id="video-modal--gw1E5JZTim0"> </button> ![](https://www.tensorflow.org/static/site-assets/images/marketing/ml-community-day/MLCD21_211_Thumb.jpg)
Building machine learning models with Edge Impulse

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<button class="devsite-dialog-close"> </button> [Video](https://www.youtube.com/watch?v=gw1E5JZTim0)

## Powering research at scale

<button aria-label="Watch the video" class="tensorsite-card__href devsite-dialog-button" data-modal-dialog-id="video-modal--0A6xQEDXxdA"> </button> ![](https://www.tensorflow.org/static/site-assets/images/marketing/ml-community-day/MLCD21_201.3_Thumb.jpg)
State-of-the-art Machine Learning research with Google tools \| Keynote

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<button class="devsite-dialog-close"> </button> [Video](https://www.youtube.com/watch?v=0A6xQEDXxdA) <button aria-label="Watch the video" class="tensorsite-card__href devsite-dialog-button" data-modal-dialog-id="video-modal--WdTeDXsOSj4"> </button> ![](https://www.tensorflow.org/static/site-assets/images/marketing/ml-community-day/MLCD21_206_Thumb.jpg)
Intro to JAX: Accelerating machine learning research

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[Learn more](https://jax.readthedocs.io/en/latest/) <button class="devsite-dialog-close"> </button> [Video](https://www.youtube.com/watch?v=WdTeDXsOSj4) <button aria-label="Watch the video" class="tensorsite-card__href devsite-dialog-button" data-modal-dialog-id="video-modal--T76V1M_VvCk"> </button> ![](https://www.tensorflow.org/static/site-assets/images/marketing/ml-community-day/MLCD21_201.4_Thumb.jpg)
How Machine Learning tools at Google made AlphaFold possible \| Keynote

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<button class="devsite-dialog-close"> </button> [Video](https://www.youtube.com/watch?v=T76V1M_VvCk)

## Accelerating ML workflows

<button aria-label="Watch the video" class="tensorsite-card__href devsite-dialog-button" data-modal-dialog-id="video-modal--NbID_AqdZXM"> </button> ![](https://www.tensorflow.org/static/site-assets/images/marketing/ml-community-day/MLCD21_207_Thumb.jpg)
Simplified distributed training with tf.distribute parameter servers

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[Learn more](https://www.tensorflow.org/tutorials/distribute/parameter_server_training) <button class="devsite-dialog-close"> </button> [Video](https://www.youtube.com/watch?v=NbID_AqdZXM) <button aria-label="Watch the video" class="tensorsite-card__href devsite-dialog-button" data-modal-dialog-id="video-modal--W7A-9MYvPwI"> </button> ![](https://www.tensorflow.org/static/site-assets/images/marketing/ml-community-day/MLCD21_208_Thumb.png)
Cloud TPU v4: Fast, flexible, and easy-to-use ML accelerators

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[Learn more](https://cloud.google.com/tpu/) <button class="devsite-dialog-close"> </button> [Video](https://www.youtube.com/watch?v=W7A-9MYvPwI) <button aria-label="Watch the video" class="tensorsite-card__href devsite-dialog-button" data-modal-dialog-id="video-modal--gSBYf25bWyo"> </button> ![](https://www.tensorflow.org/static/site-assets/images/marketing/ml-community-day/MLCD21_209_Thumb.png)
Chip floorplanning with deep reinforcement learning

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<button class="devsite-dialog-close"> </button> [Video](https://www.youtube.com/watch?v=gSBYf25bWyo)

## Powered by TensorFlow

<button aria-label="Watch the video" class="tensorsite-card__href devsite-dialog-button" data-modal-dialog-id="video-modal--epaowz3pI40"> </button> ![](https://www.tensorflow.org/static/site-assets/images/marketing/ml-community-day/MLCD21_212_Thumb.jpg)
Powered by TensorFlow: how machine learning helps advance access to human rights information

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<button class="devsite-dialog-close"> </button> [Video](https://www.youtube.com/watch?v=epaowz3pI40) <button aria-label="Watch the video" class="tensorsite-card__href devsite-dialog-button" data-modal-dialog-id="video-modal--WvHr-yGnGPw"> </button> ![](https://www.tensorflow.org/static/site-assets/images/marketing/ml-community-day/MLCD21_210_Thumb.jpg)
Made with TensorFlow.js Show \& Tell highlights

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<button class="devsite-dialog-close"> </button> [Video](https://www.youtube.com/watch?v=WvHr-yGnGPw) <button aria-label="Watch the video" class="tensorsite-card__href devsite-dialog-button" data-modal-dialog-id="video-modal--4O-rqn3BD7I"> </button> ![](https://www.tensorflow.org/static/site-assets/images/marketing/ml-community-day/MLCD21_213_Thumb.jpg)
Powered by TensorFlow: creating a custom, machine learning-powered drumming arm

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<button class="devsite-dialog-close"> </button> [Video](https://www.youtube.com/watch?v=4O-rqn3BD7I)

## Get involved

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Engage with the Machine Learning community \| Keynote

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<button class="devsite-dialog-close"> </button> [Video](https://www.youtube.com/watch?v=T61nfHi5ZkU) <button aria-label="Watch the video" class="tensorsite-card__href devsite-dialog-button" data-modal-dialog-id="video-modal--ieNMP8OkNn4"> </button> ![](https://www.tensorflow.org/static/site-assets/images/marketing/ml-community-day/MLCD21_202_Thumb.png)
How to get involved in Machine Learning

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<button class="devsite-dialog-close"> </button> [Video](https://www.youtube.com/watch?v=ieNMP8OkNn4)

### TensorFlow Contributor Summit

Contributors to TensorFlow, including SIG members, TFUG organizers, and ML GDEs, can join us for a group discussion to meet fellow contributors and recognize outstanding contributions at the first TensorFlow Contributor Awards.

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