Workshop / Overview

In this workshop, we will learn how to train a model with time series data, forecast future time series, and run live anomaly detection with streaming data. We will use the TICK-L (tickle) stack — the open-source TICK stack from InfluxData with integrated machine learning from the Loud ML predictive add-on. Loud ML is a scalable deep learning framework to train deep neural networks, and remove all the complexity involved with Tensorflow. Once trained we will explore various case-studies with production data-sets.

Workshop / Outcome

  • Learn to deploy a predictive model using OSS technology such as InfluxData TICK stack, and its predictive add-on Loud ML - loudml.io
  • Learn the difference between supervised, and unsupervised models
  • Learn Docker basics, how to run and configure containers

Workshop / Difficulty

Beginner level

Workshop / Prerequisites

Track / Co-organizers

Sébastien Léger

Founder & CEO, Element 13

AMLD EPFL 2019 / Workshops

TensorFlow Basics 2019 – Saturday

With Bartek Wołowiec, Megan Ruthven, Ruslan Habalov & Andreas Steiner

09:00-16:30 January 26

Document Digitization Challenge

With Mihai Gurban & Raquel Terrés Cristofani

09:00-16:30 January 262A

TensorFlow Basics 2019 – Sunday

With Bartek Wołowiec, Megan Ruthven, Ruslan Habalov & Andreas Steiner

09:00-16:30 January 274ABC

AMLD / Global partners