DataMass Meetup #1: Deep Learning - an introduction

DataMass Team is happy to invite you to the very first DataMass Meetup!

WHEN: 01.02.2019, 18:00 - 20:30
WHERE: Inkubator Przedsiębiorczości Starter, in conference rooms Gdańsk and Sopot

Our expert:
Mariusz Domżalski - Head of DataScience in DataMass, PhD in estimation theory/data fusion. Architect and developer of data processing systems in the industry. Linux fan and a Math geek.

Agenda:

1. A short introduction to machine learning

• Machine learning/learning machines? What does it all mean?
• A bit of math to get us started.
• Some interesting problems that our parents could not solve.

2. A concise introduction to neural networks.

• Historical milestones that have changed our perception.
• A little about the structure, activation functions, and loss functions.
• What is the backward propagation of errors?

3. Deep learning.

• Why and how?
• Convolutional Neural Networks - layers and architectures.
• Some interesting problems that we can solve now.

4. Practical part / try it yourself - simple problems to solve.