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