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BEGIN:VEVENT
UID:171@scientifica.de
DTSTART;TZID=Europe/Berlin:20240803T083000
DTEND;TZID=Europe/Berlin:20240803T150000
DTSTAMP:20240725T103649Z
URL:https://scientifica.de/kurse/if24-t06-intro-to-ai-machine-learning-wit
 h-python-engl/
SUMMARY:IF24-T06-Saturday Intro to AI/Machine Learning with Python (engl.)
DESCRIPTION:In this day course\, we will kick things off by breaking down t
 he concepts surrounding artificial intelligence and understanding how mach
 ine learning (ML) fits into the picture.\n\nAfter a detailed explanation o
 n how machine learning works\, we'll discuss the different types of machin
 e learning with practical examples and walk through the ML workflow.\n\nWe
 'll cover traditional ML algorithms\, talking about linear regression and 
 tree-based models both in theory and in code.\n\nAt the end we'll talk abo
 ut deep learning and cover the basics in the context of machine learning a
 lgorithms.\n\nThis course is designed to make machine learning accessible 
 through a hands-on experience using Python.\n\nRequirements: Basic Python 
 and Pandas skills are an advantage. Bring your own laptop.
CATEGORIES:ifbw24,informatica feminale,Tageskurs
LOCATION:Technische Fakultät - Albert-Ludwigs-Universität Freiburg\, Geor
 ges-Köhler-Allee 101\, 79110 Freiburg\, Deutschland
X-APPLE-STRUCTURED-LOCATION;VALUE=URI;X-ADDRESS=Georges-Köhler-Allee 101\,
  79110 Freiburg\, Deutschland;X-APPLE-RADIUS=100;X-TITLE=Technische Fakult
 ät - Albert-Ludwigs-Universität Freiburg:geo:0,0
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TZID:Europe/Berlin
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DTSTART:20240331T030000
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