These TensorFlow updates are huuuuuuuuge! [Google I/O 2021] | Machine Learning Monthly May 2021

Daniel Bourke · Beginner ·📰 AI News & Updates ·4y ago
Machine learning monthly covers the latest and greatest (but not always the latest) of the machine learning field from the previous month. You can expect exciting machine learning updates as well as dancing. ML Monthly May 2021 - https://zerotomastery.io/blog/machine-learning-monthly-may-2021/ Learn ML (beginner-friendly course) - https://dbourke.link/mlcourse Learn Deep Learning + TensorFlow (code-first) - https://dbourke.link/tfcourse Connect elsewhere: Web - https://dbourke.link/web Twitch - https://www.twitch.tv/mrdbourke ArXiv channel (past streams) - https://www.youtube.com/channel/UCKt-z-AVy7duq6-_N-michg Get email updates on my work - https://dbourke.link/newsletter Timestamps: 0:00 - Intro 0:24 - Google IO 2021 1:03 - Google's On-device Machine Learning Page 1:43 - TensorFlow Lite Models are now compatible with TensorFlow.js 2:28 - Create your own TensorFlow Lite models with the new Model Maker library 3:13 - TensorFlow Hub Upgrades 4:00 - TensorFlow Cloud (run your small experiments at cloud scale) 4:48 - Vertex AI (Google Cloud's new one-stop-shop for everything machine learning) 5:31 - The Practitioner's Guide to MLOps White Paper 6:13 - The new TensorFlow Town Square (TensorFlow Forum) 6:37 - People and AI Guidebook 2.0 7:53 - Know Your Data tool (beta) 8:32 - Where to learn more about Google IO ML & TensorFlow updates 8:57 - Next generation pose detection with MoveNet and TensorFlow.js 9:57 - Datasets and code on arXiv (thanks to paperswithcode) 10:31 - wav2vec-U (high performance speech recognition with no supervision) 12:14 - What is active learning? blog post by Roboflow 13:17 - Reproducible Deep Learning course by Simone Scardapane 14:25 - The Rise of HuggingFace by Mark Saroufim 15:06 - Outro & 🕺 #machinelearning #mlmontly
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Chapters (20)

Intro
0:24 Google IO 2021
1:03 Google's On-device Machine Learning Page
1:43 TensorFlow Lite Models are now compatible with TensorFlow.js
2:28 Create your own TensorFlow Lite models with the new Model Maker library
3:13 TensorFlow Hub Upgrades
4:00 TensorFlow Cloud (run your small experiments at cloud scale)
4:48 Vertex AI (Google Cloud's new one-stop-shop for everything machine learning)
5:31 The Practitioner's Guide to MLOps White Paper
6:13 The new TensorFlow Town Square (TensorFlow Forum)
6:37 People and AI Guidebook 2.0
7:53 Know Your Data tool (beta)
8:32 Where to learn more about Google IO ML & TensorFlow updates
8:57 Next generation pose detection with MoveNet and TensorFlow.js
9:57 Datasets and code on arXiv (thanks to paperswithcode)
10:31 wav2vec-U (high performance speech recognition with no supervision)
12:14 What is active learning? blog post by Roboflow
13:17 Reproducible Deep Learning course by Simone Scardapane
14:25 The Rise of HuggingFace by Mark Saroufim
15:06 Outro & 🕺
Up next
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