Getting Started with TensorFlow 2.0 (Google I/O'19)

TensorFlow 2.0 is here! Understand new user-friendly APIs for beginners and experts through code examples to help you create different flavors of neural networks (Dense, Convolutional, and Recurrent) and understand when to use the Keras Sequential, Functional, and Subclassing APIs for your projects.

Speaker(s): Josh Gordon, Paige Bailey

TCDFE8 event: Google I/O 2019; re_ty: Publish; product: TensorFlow - General; fullname: Josh Gordon;

[alaapdhall]

the fact that tensorflow 2.0 includes Keras is enough reason for me to upgrade <3 This is crazy for research purposes.

[RedShipsofSpainAgain]

22:19 Excellent. I like this conversion script that also shows what new 2.0 API calls have been converted from the 1.x API

[naxalovzarif]

Thanks, Josh you explanation crystal clear especially different from beginner and experts.

[stefanobrilli]

I'm approaching TensorFlow for my master thesis and wow, it seems amazing!

[Navhkrin]

Good job with finally fixing the horrible nightmare TF1 was. Also please add a seperate tutorial for performance optimization. I and engineers that work on production systems would grealty appreciate.

[_dinesh]

Josh is such an inspirational personality.

[davemave]

That glitch though. This was one of the first videos I played on my brand new, super-expensive TV and almost had a heart attack.

[dc]

Always great to see Josh, great talk from both of you! Thank you!

[BreakingLab]

Thank you very much for this tool and all the videos from Germany!

[MariuszWoloszyn]

24:35... Multiplying matrices in python (numpy) is actually made in C (and Fortran) so using tf is not necessarily faster at all. And certainly not orders of magnitude faster when run on the same CPU.

[yogeshsp]

Can i get access to these slides? Are they available public?

[cerebralm]

the slides are flickering quite badly :(

[username]

where are those codes sources notebooks colab files access?

[Adrunkbear]

Does someone have a link to the Coursera and Udacity courses he mentioned at around 6:48?

[thankyouthankyou]

13:12 for students who want to know the details, print the grad

[RandomGuy-hijm]

*Josh Missing your Machine learning recipes* ♥️

[atdtx]

You can remove flickering by drop the resolution to 360p

[danieloh]

Does Google has a conversion script from PyTorch to tf2.0?

[japrogramer]

What model can I use to create a self aware machine?

Oh and is there Tensor flow for rust.

[JonLukeWest]

I wish I could watch through this, but I cannot get past the flickering of the slides. It hurts my head.