Machine Learning in Production Course in Barcelona

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What will you learn?

This course will introduce several tools that a succesful Data Scientist needs to master in order to maximize her impact:

The course will consist of mostly practical hands-on sessions.

Syllabus

Technologies used

Git, conda/virtual environments, Jupyter, DVC, Google Cloud Platform, Luigi, Docker, Keras, Tensorflow Serving, …

Intended audience

This course is designed for Data Scientists with some development experience who want to:

Teachers

Bernat Garcia Larrosa: Degree in mathematics and industrial engineer. Former data scientist at Diari ARA and LaVanguardia.com. Current Director of Big Data at yaencontre.

Tristana Sondon: PhD in Computational Physics. Former Academic Researcher, has been working for the past 5 years in Management consulting on areas of Data Science for banking, retail and ecommerce companies. Currently is Data Science Lead in the area of Revenue Managment and Dynamic Pricing.

Aleix Ruiz de Villa: PhD in mathematics. Founder of the Barcelona Data Science and Machine Learning Meetup, cofounder of the Barcelona R Users Group and cofounder of BaDaSS. Ex Head of Data Science of LaVanguardia.com, SCRM (Lidl) and Onna. Currently he is a consultant specialising in causal inference projects.

Arnau Tibau Puig: PhD in Electrical Engineering and flamenco lover. Former Principal Engineer at @WalmartLabs, Lead DS at Quantifind, both in the SF Bay Area. Current Head of Data Science at letgo, Barcelona.

Schedule, Dates and Location

The course (16h in total) will be held in Barcelona on:

Venue: Llibreria Laie, Carrer de Pau Claris, 85, 08010 Barcelona

Requirements (Important)

Students should have some experience with:

Students must bring a laptop with

Important: Please follow the environment setup instructions prior to the beginning of the course to ensure a smooth learning experience.

Registration

Please register via this form

Registration closes on Sunday May 26th.

The class size will be limited to 20 people. While we will try to accomodate everyone interested, we also reserve the right to select students based on their experience level, in order to maximize the chances of a succesful learning experience (in groups with similar knowledge).

Price: 350 euros per person

BaDaSS members enjoy a 20% discount.

Language: English

Contact: bcn.mlinproduction@gmail.com

Collaborations

In collaboration with BaDaSS