Portal für Frauen in Wissenschaft und Technik
in Baden-Württemberg

IF24-T06-Saturday Intro to AI/Machine Learning with Python (engl.)

In this day course, we will kick things off by breaking down the concepts surrounding artificial intelligence and understanding how machine learning (ML) fits into the picture.

After a detailed explanation on how machine learning works, we’ll discuss the different types of machine learning with practical examples and walk through the ML workflow.

We’ll cover traditional ML algorithms, talking about linear regression and tree-based models both in theory and in code.

At the end we’ll talk about deep learning and cover the basics in the context of machine learning algorithms.

This course is designed to make machine learning accessible through a hands-on experience using Python.

Requirements: Basic Python and Pandas skills are an advantage. Bring your own laptop.

Paula González Avalos

Dr. Paula González Avalos

Data Lover, Coach, Manager.

Paula is a Scientist turned Data Scientist by years of integrating statistics, machine learning methods and data wrangling and visualization pipelines while trying to understand science. In a similar way, in a continuous effort to improve science communication, with a strong sense of design and enjoyment of public speaking, she has become an expert in data visualisation, visual presentation and storytelling. Following her love for teaching and mentoring, Paula was teaching Data Science as a Lead Data Science Coach at Spiced Academy, before taking her current position as Head of AI Academy at the appliedAI Institute for Europe.

Outside the job, Paula is an active member of the PyData community, a PyLadies organiser and a diversity advocate. She also enjoys spending time in nature with her kids and playing boardgames with her wife.
Profil ansehen

Buchungen

Bitte wähle ein Ticket

Ticket-Typ Preis Plätze
Studentin Early Bird
für Studentinnen und Nichterwerbstätige | Early Bird bis 15.06.
20,00 €
Berufstätige Early Bird
Early Bird bis 15.06.
135,00 €
Berufstätige ermäßigt Early Bird
Ermäßigung von 50% für TZ-Beschäftigte (bis 50% Umfang) | Early Bird bis 15.06.
67,50 €

Du musst dich anmelden oder registrieren, um eine Buchung vornehmen zu können.

3. August 2024
8:30 – 15:00
Technische Fakultät – Albert-Ludwigs-Universität Freiburg
Georges-Köhler-Allee 101, Freiburg, 79110

Genaue Kurszeiten

Sa 03.08.
8:30 – 10:00 Uhr
10:30 – 12:00 Uhr
13:30 – 15:00 Uhr