Jun 4, 2023
The first thing that very likely pops into your head when you hear TensorFlow is neural networks. In this talk, we aim to demonstrate that it is not only a powerful open-source machine-learning library, but a whole ecosystem of tools and, to a certain degree, a programming language on its own. While introducing concepts such as a computational graph, functions, and datasets we will illustrate how you can leverage generators for incremental data handling, how to build simple preprocessing pipelines, and most importantly how to make all of these run on multiple CPUs or even GPUs. And, if you are particularly brave - or bored - even how to use TensorFlow for visualizations.
Machines can learn. Incredibly fast. Faster than you. They are getting smarter and smarter every day. They are already changing your world, your business and your life. Artificial intelligence revolution is here. Come and learn how to turn this threat into your biggest opportunity. This is not another academic conference. Our goal is to foster discussion between machine learning practitioners and all people who are interested in applications of modern trends in artificial intelligence. You can look forward to inspiring people, algorithms, data, applications, workshops and a lot of fun during three days as well as at two great parties.
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