python:pycon [Pietro Battiston]

python:pycon

Indice

PyconOtto, Firenze, April 2017
- Tutorial "Quando il saggio indica il cielo, pandas guarda l'indice", venerdì 7 aprile
- Talk "How to use pandas the wrong way", Saturday, April 8
EuroPython, Rimini, July 2017
- Talk "How to use pandas the wrong way", Wednesday, July 12
Linux Day, Pisa, 28 ottobre 2017
- Talk "Data Analysis e Machine Learning in Python"
Pycon LT, Kaunas, May 5, 2018
- Talk "Data analysis in Python - come in, don’t get lost"
Pycon X, Firenze, May 2019
- Talk "You don't need n dimensions when you have pandas"
Linux Day, Pisa, 26 ottobre 2017
- Talk "Cosa ci dicono le reti (in Python)"

PyconOtto, Firenze, April 2017

Tutorial "Quando il saggio indica il cielo, pandas guarda l'indice", venerdì 7 aprile

Slide della presentazione
Dataset utilizzati (provenienti dalla suite di test di pandas):
- quotes2.csv
- tips.csv
Notebook utilizzati:
- 0.1 - numpy (ipynb, pdf)
- 0.2 - matplotlib (ipynb, pdf)
- 1.1 - Series (ipynb, pdf)
- 1.2 - Indexing meno banale (ipynb, pdf)
- 1.3 - Operazioni tra Series (ipynb, pdf)
- 2.1 - DataFrame (ipynb, pdf)
- 3.1 - MultiIndex (ipynb, pdf)
- 4.1 - Groupby (ipynb, pdf)
- 5.1 - Series.str (ipynb, pdf)
- 6.1 - Altre (ipynb, pdf)

Talk "How to use pandas the wrong way", Saturday, April 8

Slides from the talk
Dataset used (from the pandas tests suite):
- quotes2.csv
Notebooks used:
- 2.1 - Indexes (ipynb, pdf)
- 5.1 - dtypes (ipynb, pdf)
- 5.2 - casting (ipynb, pdf)
- 6.1 - Columns (ipynb, pdf)
- 7.1 - Axis (ipynb, pdf)
- 8.1 - Groupby (ipynb, pdf)
- 9.1 - don't be fanatic (ipynb, pdf)
- 9.7 - hdf (ipynb, pdf)

EuroPython, Rimini, July 2017

Talk "How to use pandas the wrong way", Wednesday, July 12

Slides from the talk
Dataset used (from the pandas tests suite):
- quotes2.csv
Notebooks used:
- 1.1 - Loops (ipynb, pdf)
- 2.1 - Indexes (ipynb, pdf)
- 3.1 - Concatenated assignment (ipynb, pdf)
- 5.1 - dtypes (ipynb, pdf)
- 5.2 - casting (ipynb, pdf)
- 6.1 - Columns (ipynb, pdf)
- 7.1 - Axis (ipynb, pdf)
- 8.1 - Groupby (ipynb, pdf)
- 8.6 - MultiIndex (ipynb, pdf)
- 9.1 - don't be fanatic (ipynb, pdf)
- 9.5 - chunking (ipynb, pdf)
- 9.7 - hdf (ipynb, pdf)

Linux Day, Pisa, 28 ottobre 2017

Talk "Data Analysis e Machine Learning in Python"

Slide della presentazione
Dataset utilizzato (proveniente dalla suite di test di pandas):
- tips.csv
Notebook utilizzato:
- ML con Python - Esempi (ipynb, pdf)

Pycon LT, Kaunas, May 5, 2018

Talk "Data analysis in Python - come in, don’t get lost"

Slide from the talk
Dataset used (from the pandas test suite):
- tips.csv
Notebook used:
- Data with Python - Examples (ipynb, pdf)

Pycon X, Firenze, May 2019

Talk "You don't need n dimensions when you have pandas"

Slides from the talk
Dataset used (from the pandas tests suite):
- quotes.csv
Notebook used:
- 1.0 (pandas for dummies) (ipynb, pdf)
- 1.1 (basic example) (ipynb, pdf)
- 1.2 (unbalanced data) (ipynb, pdf)

Linux Day, Pisa, 26 ottobre 2017

Talk "Cosa ci dicono le reti (in Python)"

Slide della presentazione

python/pycon.txt · Ultima modifica: 2019/11/01 22:31 da pietro