Cross Cloud Genomics (Stephen Hartley)

IVG: https://www.nature.com/articles/nbt.1754

Todo:

• try transfer between dna nexus at St Jude and NCI
• set GCP for Steve

...

TensorFlow (Jonas, Praful)

Now that Connect meeting is over, the time has come ... :-)

Let's warm up with this 7 min video from Google Engineering: youtu.be/4vN1tHpCkA0

... now let's do it!

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Some reference:

• Early work - cs.stanford.edu/people/karpathy/convnetjs, playground.tensorflow.org,
• 2018 original release of TFjs: youtu.be/Y_XM3Bu-4yc (original release as a TF prediction engine)
• 2019 TF2.0 update: youtu.be/x35pOvZBJk8 (comes of age as an AI platform)
• 2020 + ... federated learning? Google has been working on it for 3 years ... (tensorflow.org/federated, medium.com/tensorflow/introducing-tensorflow-federated-a4147aa20041, github.com/tensorflow/federated) <-- Aaron ;-) ||--> comes of age as a consumer facing API ecosystem (elaborate, maybe with cartoons)

...

TMAs, Federated Learning (Aaron, Praful)

update ...

https://www.tensorflow.org/federated

Firebase (Bhaumik)

...

Apps in a shared space

... (quick intro at https://sbm-it.github.io/apps, probably next week ...)