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Definice kurzu 2024
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janpipek committed Sep 8, 2024
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title: Datový kurz PyLadies
subtitle: Praha - podzim 2023
subtitle: Praha - podzim 2024
time: 18:00–20:00
default_time:
start: '18:00'
Expand All @@ -22,76 +22,13 @@ vars:
plan:
- title: "Představení, Jupyter notebook, základy pandas"
slug: eda1
date: 2023-09-18
date: 2024-09-16
materials:
- lesson: pydata/install
- lesson: pydata/notebook
- lesson: pydata/pandas_core

- title: "Datové typy a základy vizualizace v pandas"
slug: eda2
date: 2023-09-25
materials:
- lesson: pydata/pandas_types
- lesson: pydata/visualization_basics

- title: "Explorativní analýza a statistika jedné proměnné"
slug: eda3
date: 2023-10-02
materials:
- lesson: pydata/eda-univariate-timeseries

- title: "Explorativní datová analýza a více zdrojů / proměnných"
slug: eda4
date: 2023-10-09
materials:
- lesson: pydata/pandas_joins
- lesson: pydata/pandas_correlations

- title: "Explorativní datová analýza - agregace a transformace"
slug: eda5
date: 2023-10-16
materials:
- lesson: pydata/pandas_groupby

- title: "Strojové učení - úvod, regrese"
slug: ml1
date: 2023-10-30
materials:
- lesson: pydata/intro_regression
- lesson: pydata/regression_metrics
- lesson: pydata/regression_exercises
- lesson: pydata/regression_resume

- title: "Knihovna Scikit-learn, ML workflow"
slug: ml2
date: 2023-11-06
materials:
- lesson: pydata/scikitlearn_api
- lesson: pydata/homework_revisited
- lesson: pydata/scikitlearn_resume

- title: "Strojové učení, klasifikace"
slug: ml3
date: 2023-11-13
materials:
- lesson: pydata/intro_classification
- lesson: pydata/classification_metrics
- lesson: pydata/classification_resume

- title: "Analýza hlavních komponent (PCA)"
slug: pca
date: 2023-11-20
materials:
- lesson: pydata/pca

- title: "Interaktivní vizualizace a aplikace"
slug: dashboards
date: 2023-11-27
materials:
- lesson: pydata/dashboards

- title: "Svátky klidu a konce kurzu"
slug: konec
serial: null
date: 2023-12-24
date: 2024-12-24

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