February 21st & 22nd: End-2-End from a Keras/TensorFlow model to production
[This article was first published on Shirin's playgRound, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here)
Want to share your content on R-bloggers? click here if you have a blog, or here if you don't.
Want to share your content on R-bloggers? click here if you have a blog, or here if you don't.
Registration is now open for my 1.5-day workshop on how to develop end-2-end from a Keras/TensorFlow model to production.
It will take place on February 21st & 22nd in Berlin, Germany.
Please register by sending an email to [email protected] with the following information:
- name
- company/institute/affiliation
- address for invoice
- phone number
- reference to this blog
The course material will be in English and we will speak a mix of German and English, depending on the participants’ preferences.
(The same course will also be given on 11th & 12th of April, 2019 in Münster, Germany.)
In this workshop, you will learn
- the basics of deep learning
- what cross-entropy and loss is
- about activation functions
- how to optimize weights and biases with backpropagation and gradient descent
- how to build (deep) neural networks with Keras and TensorFlow
- how to save and load models and model weights
- how to visualize models with TensorBoard
- how to make predictions on test data
- how to deploy models with Spotify Luigi and TensorFlow Serving
To leave a comment for the author, please follow the link and comment on their blog: Shirin's playgRound.
R-bloggers.com offers daily e-mail updates about R news and tutorials about learning R and many other topics. Click here if you're looking to post or find an R/data-science job.
Want to share your content on R-bloggers? click here if you have a blog, or here if you don't.