Inย [1]:
import pandas as pd
import numpy as np
from IPython.display import HTML
Inย [2]:
rankings = pd.read_csv('./ranking_pyconx.txt', sep='~', skiprows=1, header=0)
rankings.drop('TID', axis=1, inplace=True)
rankings.drop('Duration', axis=1, inplace=True)
union_jack = '\U0001F1EC\U0001F1E7'
tricolore = '\U0001F1EE\U0001F1F9'
female = '\U0001f469\u200d\U0001f3a4'
male = '\U0001f468\u200d\U0001f3a4'
rankings.Gender = rankings.Gender.apply(lambda g: '+'.join(female if l=='female' else male
for l in g.split('+')))
rankings.Lang = rankings.Lang.apply(lambda l: union_jack if l=='en' else tricolore)
pd.set_option('display.max_rows', rankings.index.size)
pd.set_option('display.max_colwidth', 300)
rankings.index = np.arange(1, rankings.index.size+1)
HTML(rankings.to_html())
Out[2]:
Type
Title
Track
Level
Lang
Speakers
Gender
1
Talk
Python Standard Library, the hidden gems
Python & Friends
Beginner
๐ฎ๐น
Alessandro Molina
๐จโ๐ค
2
Talk
A practical guide towards explainability and bias evaluation in machine learning
PyData
Intermediate
๐ฌ๐ง
Alejandro Saucedo
๐จโ๐ค
3
Talk
Please tell me why?! Explaining Machine Learning predictions in Python with Shap
PyData
Intermediate
๐ฌ๐ง
Alessio Guerrieri
๐จโ๐ค
4
Talk
Predicting Human Activity using Time Series Analysis
PyData
Intermediate
๐ฌ๐ง
Akul Mehra
๐จโ๐ค
5
Talk
Deep learning: the final frontier for time series analysis and signal processing?
PyData
Intermediate
๐ฌ๐ง
Alexandr Honchar
๐จโ๐ค
6
Talk
Dimmi perchรจ?! Spiegare modelli Machine Learning in Python con Shap
PyData
Intermediate
๐ฎ๐น
Alessio Guerrieri
๐จโ๐ค
7
Training
PyTorch from the ground up
PyData
Intermediate
๐ฌ๐ง
Alessandro Re
๐จโ๐ค
8
Talk
Meet dask and distributed: the unsung heroes of Python scientific data ecosystem.
PyData
Advanced
๐ฌ๐ง
Alessandro Amici
๐จโ๐ค
9
Talk
Uno sguardo alle Dataclasses: quando una namedtuple non basta
Python & Friends
Beginner
๐ฎ๐น
Alessandro Cucci
๐จโ๐ค
10
Talk
Demystifying Network Science with Python
PyData
Intermediate
๐ฌ๐ง
Avneet Kaur
๐ฉโ๐ค
11
Talk
Sviluppare per Alexa in Python
Python & Friends
Intermediate
๐ฎ๐น
Alberto Anceschi
๐จโ๐ค
12
Talk
Deep Learning with PyTorch for Fun and Profit (Part III / Italian Edition: Divina Commedia)
PyData
Intermediate
๐ฌ๐ง
Alexander Hendorf
๐จโ๐ค
13
Talk
Deep learning the Bayesian way. Moving towards safer AI !
PyData
Intermediate
๐ฌ๐ง
Ayush Kumar Singh
๐จโ๐ค
14
Talk
Hearing Colours and Seeing Sounds using Python
PyData
Beginner
๐ฌ๐ง
Aakanksha Chouhan
๐ฉโ๐ค
15
Talk
Communicating Between Microservices
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Anton Caceres
๐จโ๐ค
16
Talk
Kubeflow: portable and scalable machine learning on top of Kubernetes
PyData
Intermediate
๐ฌ๐ง
Akash Tandon
๐จโ๐ค
17
Talk
Traversing the land of graph computing and databases
PyDatabase
Beginner
๐ฌ๐ง
Akash Tandon
๐จโ๐ค
18
Talk
Algoritmo di Routing Multi-Obiettivo di Veicoli Elettrici con vincoli di ricarica lungo il percorso
Python & Friends
Beginner
๐ฎ๐น
Alessandro Betti
๐จโ๐ค
19
Talk
Building a Celery alternative in Django on Kubernetes
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Alec Clowes
๐จโ๐ค
20
Talk
A Worked Intro to Scikit-learn
PyData
Beginner
๐ฌ๐ง
Anders Bogsnes
๐จโ๐ค
21
Talk
Machine learning approaches for road scene video analysis
PyData
Intermediate
๐ฌ๐ง
Andrea Benericetti
๐จโ๐ค
22
Talk
Text Extraction from PDFs made Easy
PyData
Beginner
๐ฌ๐ง
Aakriti Jain
๐ฉโ๐ค
23
Talk
Sharing is Caring! - how to free the CPU from message passing hell - shared memory saved the day
Python & Friends
Intermediate
๐ฌ๐ง
Andrei Neagu
๐จโ๐ค
24
Talk
Architectures for the real world: retina U-nets, prototypical networks and VA-GANs in PyTorch
PyData
Intermediate
๐ฌ๐ง
Alessandro Re
๐จโ๐ค
25
Talk
An insight into Python Garbage Collection
Python & Friends
Intermediate
๐ฌ๐ง
Fabio Falzoi
๐จโ๐ค
26
Training
Kubernetes 101 for Python Developer
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Christian Barra
๐จโ๐ค
27
Talk
Understanding Caching in Python
Python & Friends
Beginner
๐ฌ๐ง
Chirag Shah
๐จโ๐ค
28
Talk
Spotting Sharks with the TensorFlow Object Detection API
PyData
Intermediate
๐ฌ๐ง
Andrew Carter
๐จโ๐ค
29
Talk
Porting your Python web app to serverless in 30 minutes
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Alex Casalboni
๐จโ๐ค
30
Talk
Choosing the right (managed) database in 2019
PyDatabase
Beginner
๐ฎ๐น
Alex Casalboni
๐จโ๐ค
31
Talk
Defence Against the Dark Arts: Adversarial ML
PyData
Intermediate
๐ฌ๐ง
Amit Kushwaha
๐จโ๐ค
32
Talk
AI and algorithmic art
PyData
Beginner
๐ฌ๐ง
Cheuk Ho
๐ฉโ๐ค
33
Talk
Understanding multithreading by deciphering the cpython interpreter source code.
Python & Friends
Beginner
๐ฌ๐ง
Chirag Shah
๐จโ๐ค
34
Talk
How to help an international organisation transitioning to Python.
PyData
Beginner
๐ฌ๐ง
Alessandro Amici
๐จโ๐ค
35
Talk
What's trending this month?
PyData
Beginner
๐ฌ๐ง
Alisha Aneja
๐ฉโ๐ค
36
Talk
Thinking functionally: Introduction to FP in Python
Python & Friends
Beginner
๐ฌ๐ง
Alisha Aneja
๐ฉโ๐ค
37
Talk
How to write a JIT compiler in 30 minutes
Python & Friends
Advanced
๐ฌ๐ง
Antonio Cuni
๐จโ๐ค
38
Talk
Good features beat algorithms
PyData
Beginner
๐ฌ๐ง
Pietro Mascolo
๐จโ๐ค
39
Talk
Understanding how a malware works using Python
Python & Friends
Intermediate
๐ฌ๐ง
Yan Orestes
๐จโ๐ค
40
Talk
Adaptive Online Geospatial Machine Learning
PyData
Intermediate
๐ฌ๐ง
Breno Freitas
๐จโ๐ค
41
Talk
Configuration management and service discovery in a serverless world
PyWeb & DevOps
Advanced
๐ฌ๐ง
Alex Casalboni
๐จโ๐ค
42
Talk
TensorFlow 2.0: the Good and the Bad
PyData
Beginner
๐ฌ๐ง
Michele De Simoni
๐จโ๐ค
43
Talk
Python and Elasticsearch: An introduction
PyData
Beginner
๐ฌ๐ง
Fabio Falzoi
๐จโ๐ค
44
Talk
Scrivere i primi test frontend con python? Si Puรฒ!
PyWeb & DevOps
Beginner
๐ฎ๐น
Fiorella De Luca
๐ฉโ๐ค
45
Talk
Doing data science in the real world- Not the usual fairy tale !
PyData
Intermediate
๐ฌ๐ง
Daniel Ajisafe
๐จโ๐ค
46
Training
Geospatial analysis with Python
PyData
Intermediate
๐ฌ๐ง
Francesco Bruni
๐จโ๐ค
47
Talk
Darkweb + Python: discover, analyze and extract information from hidden services
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Jose Manuel Ortega
๐จโ๐ค
48
Talk
Introduction to deep learning for computer vision
PyData
Intermediate
๐ฌ๐ง
Daniel Ajisafe
๐จโ๐ค
49
Talk
Clean architectures in Python: why, what, how
Python & Friends
Intermediate
๐ฌ๐ง
Leonardo Giordani
๐จโ๐ค
50
Talk
Clean architectures in Python: perchรฉ, cosa, come
Python & Friends
Intermediate
๐ฎ๐น
Leonardo Giordani
๐จโ๐ค
51
Talk
Growing vegetables with Python
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Christian Barra
๐จโ๐ค
52
Talk
Ravioli vs Pelmeni software architecture (microservices vs services)
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Anastasiia Tymoshchuk
๐ฉโ๐ค
53
Training
TDD in Python with pytest
Python & Friends
Beginner
๐ฌ๐ง
Leonardo Giordani
๐จโ๐ค
54
Training
Creare una Dashboard con Flask e Vue.js
PyWeb & DevOps
Beginner
๐ฎ๐น
Gianfranco Castro
๐จโ๐ค
55
Training
But I never wanted to do DevOps!
PyWeb & DevOps
Beginner
๐ฌ๐ง
Daniele Procida
๐จโ๐ค
56
Talk
You don't need n dimensions when you have pandas
PyData
Beginner
๐ฌ๐ง
Pietro Battiston
๐จโ๐ค
57
Talk
Refactoring con i test in Python: un esempio pratico
Python & Friends
Beginner
๐ฎ๐น
Leonardo Giordani
๐จโ๐ค
58
Talk
Deepfake: usare il deep learning per sostituire i volti
PyData
Intermediate
๐ฎ๐น
David Santucci
๐จโ๐ค
59
Talk
Python Website is Slow? Think Again!
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Iskandar Setiadi
๐จโ๐ค
60
Talk
Chatbot from zero to hero
PyData
Beginner
๐ฎ๐น
Gianluca Carucci,Fabrizio Romano
๐จโ๐ค+๐จโ๐ค
61
Training
Human Mobility Analysis: from the theory to the practice
PyData
Intermediate
๐ฌ๐ง
Luca Pappalardo
๐จโ๐ค
62
Talk
Mappe ๐บ๏ธ con GeoDjango ๐, PostGIS ๐ e Leaflet ๐
PyWeb & DevOps
Intermediate
๐ฎ๐น
Paolo Melchiorre
๐จโ๐ค
63
Talk
Pandas ecosystem 2019
PyData
Intermediate
๐ฌ๐ง
Marc Garcia
๐จโ๐ค
64
Talk
Modern gold mining: Leveraging Deep Learning to predict GMV for 100k+ shops
PyData
Intermediate
๐ฌ๐ง
Breno Freitas
๐จโ๐ค
65
Talk
Asynchronous Web Development with Flask
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Miguel Grinberg
๐จโ๐ค
66
Talk
26 librerie in 40 minuti
Python & Friends
Beginner
๐ฎ๐น
Danilo Abbasciano
๐จโ๐ค
67
Talk
Learning new words in English using Python
PyData
Beginner
๐ฌ๐ง
Anuj Menta
๐จโ๐ค
68
Talk
TurboGears 2.4, 10 years of redesigning a web framework
PyWeb & DevOps
Beginner
๐ฎ๐น
Alessandro Molina
๐จโ๐ค
69
Talk
#STOPCODING. Alziamo le mani dalla tastiera e iniziamo a capire e risolvere i problemi!
Python & Friends
Beginner
๐ฎ๐น
Gabriele Giaccari
๐จโ๐ค
70
Talk
TDD in Python con pytest
Python & Friends
Beginner
๐ฎ๐น
Leonardo Giordani
๐จโ๐ค
71
Training
Playing with Data by using of Python, Pandas
PyData
Intermediate
๐ฌ๐ง
Abhijeet Mote
๐จโ๐ค
72
Training
Securing a Python applications
PyWeb & DevOps
Beginner
๐ฌ๐ง
Tilak T
๐จโ๐ค
73
Talk
Using Vault to better protect your secrets.
PyWeb & DevOps
Beginner
๐ฌ๐ง
Bryce Verdier
๐จโ๐ค
74
Talk
Say No to the Dependency Hell: Proper Management of Software Dependencies
Python & Friends
Intermediate
๐ฌ๐ง
Ivan Pashchenko
๐จโ๐ค
75
Talk
Immagino: un racconto di serverless e codeless (piรน o meno).
PyWeb & DevOps
Beginner
๐ฎ๐น
Christian Strappazzon
๐จโ๐ค
76
Talk
Good code documents itself and other lies
Python & Friends
Beginner
๐ฌ๐ง
Tania Allard
๐ฉโ๐ค
77
Talk
Forecasting and observing Airfare trends using Python and Neural Networks
PyData
Beginner
๐ฌ๐ง
Anuj Menta
๐จโ๐ค
78
Talk
Python on IoT devices thanks to Mbed Linux OS
PyBusiness
Beginner
๐ฌ๐ง
Diego Russo
๐จโ๐ค
79
Talk
Get native with Cython
Python & Friends
Intermediate
๐ฌ๐ง
Stefan Behnel
๐จโ๐ค
80
Talk
Let the AI Do the Talk: Adventures with Natural Language Generation
PyData
Beginner
๐ฌ๐ง
Marco Bonzanini
๐จโ๐ค
81
Talk
Probabilistic Programming and Bayesian Deep Learning
PyData
Beginner
๐ฌ๐ง
Sandeep Saurabh
๐จโ๐ค
82
Talk
Using Python to create political acts
Python & Friends
Beginner
๐ฌ๐ง
Felipe Cabral
๐จโ๐ค
83
Talk
Non ti servono n dimensioni quando hai pandas
PyData
Beginner
๐ฎ๐น
Pietro Battiston
๐จโ๐ค
84
Talk
NLP researchers on language modelling : What do they know? Do they know things? Let's find out!
PyData
Beginner
๐ฌ๐ง
Arnav Arora
๐จโ๐ค
85
Talk
Using Python and machine learning to detect the replay of memories in the hippocampus
PyData
Beginner
๐ฌ๐ง
Pietro Marchesi
๐จโ๐ค
86
Talk
Letโs talk about MLOps
PyData
Intermediate
๐ฌ๐ง
Christian Barra
๐จโ๐ค
87
Talk
Machine learning workflow con Apache Airflow
PyData
Beginner
๐ฎ๐น
Claudio Masolo
๐จโ๐ค
88
Talk
What Football Captains and Tribal Chieftans Can Teach Us About Leading Software Teams
PyBusiness
Beginner
๐ฌ๐ง
Ahmad Alhour
๐จโ๐ค
89
Talk
Data analysis in Python - come in, don't get lost
PyData
Beginner
๐ฌ๐ง
Pietro Battiston
๐จโ๐ค
90
Talk
Analisi di dati in Python - ti serve una cartina?
PyData
Beginner
๐ฎ๐น
Pietro Battiston
๐จโ๐ค
91
Talk
Ternary CPUs: how they work and how Python helps designing one
Python & Friends
Advanced
๐ฌ๐ง
Cesare Di Mauro
๐จโ๐ค
92
Talk
Robust and charming dataviz with RainCloud Plots
PyData
Beginner
๐ฌ๐ง
Davide Poggiali
๐จโ๐ค
93
Talk
Cyber security auditing with python tools
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Jose Manuel Ortega
๐จโ๐ค
94
Talk
Matematica e fisica al liceo con Python e Jupyter
PyData
Beginner
๐ฎ๐น
Davide Passaro
๐จโ๐ค
95
Talk
Does rain cause traffic delays? Weather and geophysical processing for data scientists.
PyData
Intermediate
๐ฌ๐ง
Michael Salib
๐จโ๐ค
96
Talk
Quando la tua applicazione Django non va abbastanza veloce
PyWeb & DevOps
Intermediate
๐ฎ๐น
Riccardo Magliocchetti
๐จโ๐ค
97
Talk
Machine Learning behind chatbots
PyData
Intermediate
๐ฌ๐ง
Bhavani Ravi
๐ฉโ๐ค
98
Talk
My way. Story of resistance: Python vs PHP
Python & Friends
Beginner
๐ฌ๐ง
Anastasiia Tymoshchuk
๐ฉโ๐ค
99
Talk
Introduction to Face Processing with Computer Vision
PyData
Beginner
๐ฌ๐ง
Gabriel Bianconi
๐จโ๐ค
100
Talk
Using OpenAPI (and Python) to standardize a Country's API Ecosystem
PyWeb & DevOps
Beginner
๐ฌ๐ง
Roberto Polli
๐จโ๐ค
101
Talk
Importing anything from anywhere
Python & Friends
Intermediate
๐ฌ๐ง
Hrvoje Gazibara
๐จโ๐ค
102
Talk
Pipenv per la gestione delle dipendenze negli ambienti di sviluppo e di produzione
PyWeb & DevOps
Intermediate
๐ฎ๐น
Marco Santamaria
๐จโ๐ค
103
Talk
A primer on manifold dimensionality reduction techniques
PyData
Intermediate
๐ฌ๐ง
Pietro Mascolo
๐จโ๐ค
104
Talk
Extracting tabular data from PDFs with Camelot & Excalibur
PyData
Beginner
๐ฌ๐ง
Vinayak Mehta
๐จโ๐ค
105
Talk
Real world Graphene - lessons learned from building a GraphQL API on top of a large Django project
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Marcin Gฤbala
๐จโ๐ค
106
Training
How to learn the world in Keras
PyData
Beginner
๐ฌ๐ง
Prakhar Srivastava
๐จโ๐ค
107
Talk
Basta problemi con tensorflow usando Docker & Nvidia Docker
PyWeb & DevOps
Beginner
๐ฎ๐น
Nicola Landro
๐จโ๐ค
108
Talk
MACHINE LEARNING FOR INVENTORY MANAGEMENT
PyData
Intermediate
๐ฌ๐ง
Laura De Stefanis
๐ฉโ๐ค
109
Talk
How Far Can You Stretch Your Elasticsearch?
PyDatabase
Beginner
๐ฌ๐ง
Nikolay Vasiliev
๐จโ๐ค
110
Talk
Usa lo Zen, Luke!
PyWeb & DevOps
Beginner
๐ฎ๐น
Lorenzo Mele
๐จโ๐ค
111
Talk
Web Automation con Selenium Web Driver: browser automation per i nostri progetti web
PyWeb & DevOps
Beginner
๐ฎ๐น
Gianfranco Castro
๐จโ๐ค
112
Talk
Deep Learning in Python: Image Recognition for Anime Characters
PyData
Beginner
๐ฌ๐ง
Iskandar Setiadi
๐จโ๐ค
113
Talk
Plot at first sight!
PyData
Beginner
๐ฌ๐ง
Fabrizio Ruffini
๐จโ๐ค
114
Talk
What is your Machine learning test score?
PyData
Intermediate
๐ฌ๐ง
Tania Allard
๐ฉโ๐ค
115
Training
Dive into Object-oriented Python
Python & Friends
Beginner
๐ฌ๐ง
Leonardo Giordani
๐จโ๐ค
116
Talk
Building Python Applications with MongoDB
PyDatabase
Intermediate
๐ฌ๐ง
Joe Drumgoole
๐จโ๐ค
117
Training
Deep Diving into GANs: form theory to production
PyData
Intermediate
๐ฌ๐ง
Michele De Simoni
๐จโ๐ค
118
Talk
Object detection and Human recognition with YOLO in Python
PyData
Beginner
๐ฌ๐ง
Kajal Puri
๐ฉโ๐ค
119
Talk
Apprendimento permanente e futuro dell'istruzione superiore: il caso OMSCS
Python & Friends
Beginner
๐ฎ๐น
Alan Franzoni
๐จโ๐ค
120
Talk
Flying Python: How to control your drone with Python, a Raspberry Pi and a lot of tape!
Python & Friends
Beginner
๐ฌ๐ง
Franco Minucci
๐จโ๐ค
121
Talk
Looking through the window of the Azerbaijani Laundromat
PyData
Beginner
๐ฌ๐ง
Martin Ruskov
๐จโ๐ค
122
Talk
DevOps - La rivoluzione industriale nell'era dell'informazione
PyWeb & DevOps
Intermediate
๐ฎ๐น
Giovanni Cannata
๐จโ๐ค
123
Talk
Internet delle cose con Redis e django-channels
PyWeb & DevOps
Beginner
๐ฎ๐น
Mario Orlandi
๐จโ๐ค
124
Talk
Advanced test patterns with pytest
Python & Friends
Intermediate
๐ฌ๐ง
Massimiliano Pippi
๐จโ๐ค
125
Talk
Image Classification using Deep Learning (Capsule Networks)
PyData
Beginner
๐ฌ๐ง
Sandeep Saurabh
๐จโ๐ค
126
Talk
Decoupling Django with Django REST (and a sprinkle of React)
PyWeb & DevOps
Beginner
๐ฌ๐ง
Valentino Gagliardi
๐จโ๐ค
127
Talk
Multi-modal classification with PyTorch
PyData
Intermediate
๐ฌ๐ง
Jennifer Seale
๐ฉโ๐ค
128
Talk
Building world-class data processing pipelines using Apache Airflow
PyData
Intermediate
๐ฌ๐ง
Hrvoje Gazibara
๐จโ๐ค
129
Talk
CalcoloGrafia: riconoscimento ed esecuzione di calcoli scritti a mano
PyData
Intermediate
๐ฎ๐น
Omar Rampado
๐จโ๐ค
130
Talk
Service discovery
PyWeb & DevOps
Beginner
๐ฎ๐น
Davide Setti
๐จโ๐ค
131
Talk
Deep Learning for brain MRI segmentation: Big Data, AI and HPC meet together
PyData
Intermediate
๐ฌ๐ง
Giuseppe Di Bernardo
๐จโ๐ค
132
Talk
Python to transform businesses and lives
PyBusiness
Beginner
๐ฌ๐ง
Aashi Narula
๐ฉโ๐ค
133
Talk
Python & Serverless: Refactor your monolith piece by piece
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Giuseppe Vallarelli
๐จโ๐ค
134
Talk
Documentation in practice
Python & Friends
Beginner
๐ฌ๐ง
Daniele Procida
๐จโ๐ค
135
Talk
The world's simplest, cheapest plotter
Python & Friends
Beginner
๐ฌ๐ง
Daniele Procida
๐จโ๐ค
136
Talk
Py2Nim: compiling Python to idiomatic code in statically typed languages
Python & Friends
Intermediate
๐ฌ๐ง
Alexander Ivanov
๐จโ๐ค
137
Talk
TemPy! Una alternativa al templating tradizionale usando solo Python.
PyWeb & DevOps
Beginner
๐ฎ๐น
Federico Cerchiari
๐จโ๐ค
138
Talk
Perceiving Python Programming Paradigms
Python & Friends
Beginner
๐ฌ๐ง
Jigyasa Grover
๐ฉโ๐ค
139
Talk
Quality:The Best Business Plan
PyBusiness
Intermediate
๐ฌ๐ง
Anubha Maneshwar
๐ฉโ๐ค
140
Talk
Text Summarisation made fun!
PyData
Intermediate
๐ฌ๐ง
Harshdeep Singh
๐จโ๐ค
141
Talk
Hippo: Framework di testing basato su scikit-learn
PyData
Intermediate
๐ฎ๐น
Thomas Bridi
๐จโ๐ค
142
Talk
From Monolith to Microservices: Design, Build, Deploy, Learn
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Elmer Thomas
๐จโ๐ค
143
Talk
Python & Serverless: Refactor your monolith piece by piece (Ita)
PyWeb & DevOps
Intermediate
๐ฎ๐น
Giuseppe Vallarelli
๐จโ๐ค
144
Talk
AbracaGAN: introduction to the almost magical world of GANs
PyData
Intermediate
๐ฌ๐ง
Michele De Simoni
๐จโ๐ค
145
Talk
Generative models - Building algorithms capable of imagination
PyData
Intermediate
๐ฌ๐ง
Prakhar Srivastava
๐จโ๐ค
146
Talk
Association Rules Mining Using Python Generators and Pandas to Handle Large Datasets
PyData
Intermediate
๐ฌ๐ง
Pacham Pacham Sri Srinivasan
๐จโ๐ค
147
Talk
Stereotypes, Role Models & Learning to Code
Python & Friends
Beginner
๐ฌ๐ง
Cat Lamin
๐ฉโ๐ค
148
Talk
Do more with Twitter data: Understanding the people behind the Tweet
PyData
Beginner
๐ฌ๐ง
Karishma Babbar
๐ฉโ๐ค
149
Training
BigData e Apache Spark
PyData
Beginner
๐ฌ๐ง
Domenico Gioia
๐จโ๐ค
150
Talk
Introduzione a Pyramid Web Framework
PyWeb & DevOps
Beginner
๐ฎ๐น
Diego Mazzanti
๐จโ๐ค
151
Talk
Everything your model doesn't know
PyData
Intermediate
๐ฌ๐ง
Simone Scardapane
๐จโ๐ค
152
Talk
Serverless or Containers?: two options to run python code in the cloud.
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Marco Pavanelli
๐จโ๐ค
153
Talk
How to build a pizza-bot and chat with him to order your custom Capricciosa
Python & Friends
Intermediate
๐ฌ๐ง
David Santucci
๐จโ๐ค
154
Talk
Open Notebook Science: Ricerca libera e riproducibile con Python
PyData
Beginner
๐ฎ๐น
Marco Scarselli
๐จโ๐ค
155
Training
Object Oriented Programming in Python
Python & Friends
Beginner
๐ฌ๐ง
Lakshmi Boggaram
๐ฉโ๐ค
156
Talk
Flying Python: Controlla il tuo drone con Python, un Raspberry Pi e tanto nastro adesivo!
Python & Friends
Beginner
๐ฎ๐น
Franco Minucci
๐จโ๐ค
157
Talk
Work smarter, not harder: task automation with Pyinvoke
Python & Friends
Beginner
๐ฌ๐ง
Massimiliano Pippi
๐จโ๐ค
158
Talk
Beyond Paradigms: key features for better Python
Python & Friends
Beginner
๐ฌ๐ง
Luciano Ramalho
๐จโ๐ค
159
Talk
Beating the bookies in football โ predicting matches with Machine Learning
PyData
Intermediate
๐ฌ๐ง
Michaล Gรณrnik
๐จโ๐ค
160
Talk
Developing Natural Language Processing Applications using Python
PyData
Beginner
๐ฌ๐ง
Saloni Garg
๐ฉโ๐ค
161
Talk
A Tour of the Python Standard Libaray
Python & Friends
Beginner
๐ฌ๐ง
Niklas Meinzer
๐จโ๐ค
162
Talk
Building a Data Pipeline with Observability in Mind
PyData
Intermediate
๐ฌ๐ง
Jiaqi Liu
๐ฉโ๐ค
163
Talk
Bitcoin 101 con Python
Python & Friends
Beginner
๐ฎ๐น
Mirko Bonasorte
๐จโ๐ค
164
Talk
One formula, many molecules: using metaheuristics and Python to run molecular simulations.
PyData
Beginner
๐ฌ๐ง
Giordano Mancini
๐จโ๐ค
165
Talk
PostgreSQL on the kube
PyDatabase
Beginner
๐ฎ๐น
Marco Nenciarini
๐จโ๐ค
166
Talk
How to write 15 tests in 15 minutes
Python & Friends
Beginner
๐ฌ๐ง
Suryansh Tibarewal
๐จโ๐ค
167
Talk
Levers to deliver great solutions
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Christian Barra
๐จโ๐ค
168
Talk
Identification of anomalous shutdown in Vehicle Tracking Units: a practical machine learning problem
PyData
Intermediate
๐ฌ๐ง
Luca Bravi
๐จโ๐ค
169
Talk
ร facile gestire un progetto Django se sai come farlo!
PyWeb & DevOps
Intermediate
๐ฎ๐น
Raffaele Colace
๐จโ๐ค
170
Training
Dive into Object-oriented Python
Python & Friends
Beginner
๐ฎ๐น
Leonardo Giordani
๐จโ๐ค
171
Talk
Bayesian Modeling and MCMC sampling with PyMC3
PyData
Beginner
๐ฌ๐ง
Shreya Khurana
๐ฉโ๐ค
172
Talk
Build text classification models ( CBOW and Skip-gram) with FastText in python
PyData
Beginner
๐ฌ๐ง
Kajal Puri
๐ฉโ๐ค
173
Training
Get started with asyncio and Tornado web services
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Stefan Behnel
๐จโ๐ค
174
Talk
Let's predict the weather! Building a real time global rain forecaster.
PyData
Intermediate
๐ฌ๐ง
Michael Salib
๐จโ๐ค
175
Talk
pyCAIR: Content Aware Image Resizing in Python
Python & Friends
Beginner
๐ฌ๐ง
Chirag Shah
๐จโ๐ค
176
Talk
BigData e Apache Cassandra
PyData
Beginner
๐ฎ๐น
Domenico Gioia
๐จโ๐ค
177
Talk
Microservices at Scale
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Jordi Soucheiron
๐จโ๐ค
178
Talk
Continuous Delivery in the era of Kubernetes and OpenShift
PyWeb & DevOps
Advanced
๐ฌ๐ง
Peter Bittner
๐จโ๐ค
179
Talk
Escaping the hell of the None type checking
Python & Friends
Beginner
๐ฌ๐ง
Kendrick Tan
๐จโ๐ค
180
Talk
A zero to Hero training on Text Mining and NLP
PyData
Intermediate
๐ฌ๐ง
Navid Nobani
๐จโ๐ค
181
Talk
Web applications and web services arenโt secure as we think
PyWeb & DevOps
Beginner
๐ฌ๐ง
Tilak T
๐จโ๐ค
182
Talk
Scatole e pacchetti - Un solo modo ovvio per farli?
Python & Friends
Beginner
๐ฎ๐น
Pietro Brunetti
๐จโ๐ค
183
Talk
Python e Serverless: Cucina istantanea per proprietari di pitoni
PyWeb & DevOps
Intermediate
๐ฎ๐น
Pietro Brunetti
๐จโ๐ค
184
Talk
Deploy immutabili con Docker e infrastructure as code
PyWeb & DevOps
Intermediate
๐ฎ๐น
Paolo Ferretti
๐จโ๐ค
185
Talk
Set Practice: learning from Python's set types
Python & Friends
Intermediate
๐ฌ๐ง
Luciano Ramalho
๐จโ๐ค
186
Talk
Analyzing geospatial data using geopandas
PyData
Beginner
๐ฌ๐ง
Marvin Bensch
๐จโ๐ค
187
Talk
Sviluppare una data strategy in una start-up
PyData
Beginner
๐ฎ๐น
Pietro Mascolo
๐จโ๐ค
188
Talk
Refactoring with tests in Python: a practical example
Python & Friends
Beginner
๐ฌ๐ง
Leonardo Giordani
๐จโ๐ค
189
Talk
Non e' una DataViz per vecchi
Python & Friends
Beginner
๐ฎ๐น
Fabrizio Ruffini
๐จโ๐ค
190
Training
Reincarnating Shakespeare with Recurrent Neural Networks
PyData
Beginner
๐ฌ๐ง
Vaibhav Srivastava
๐จโ๐ค
191
Talk
Demystifying Natural Language Processing using Python (Scikit-Learn/ Keras)
PyData
Beginner
๐ฌ๐ง
Vaibhav Srivastava
๐จโ๐ค
192
Talk
Learning to drive with deep neural networks
PyData
Intermediate
๐ฌ๐ง
Leonardo Sarti
๐จโ๐ค
193
Talk
Building serverless bot like a pro
PyWeb & DevOps
Beginner
๐ฌ๐ง
Vaibhav Singh
๐จโ๐ค
194
Talk
An Introduction to Meta-Development Tasks for Releasing Open Source Python Packages
Python & Friends
Beginner
๐ฌ๐ง
Susam Pal
๐จโ๐ค
195
Talk
Sviluppo di interfacce grafiche con wxPython
Python & Friends
Beginner
๐ฎ๐น
Roberto Pancaldi
๐จโ๐ค
196
Talk
Mr.AUTOCLICK
PyBusiness
Advanced
๐ฎ๐น
Cristiano Borotto
๐จโ๐ค
197
Talk
Using PuLP for Optimizing Train Scheduling for Indian Railways
Python & Friends
Intermediate
๐ฌ๐ง
Chetan Chauhan
๐จโ๐ค
198
Talk
RedisAI
PyData
Intermediate
๐ฌ๐ง
Luca Antiga
๐จโ๐ค
199
Talk
Portiamo un pezzo di codice sul Cloud
PyWeb & DevOps
Intermediate
๐ฎ๐น
Lorenzo Mele
๐จโ๐ค
200
Talk
Protecting Privacy and Security โ For Yourself and Your Community
Python & Friends
Beginner
๐ฌ๐ง
Justin Mayer
๐จโ๐ค
201
Talk
Analizzare Django con i raggi X
PyWeb & DevOps
Beginner
๐ฎ๐น
Martino Pizzol
๐จโ๐ค
202
Talk
openvas_lib: eseguire scansioni di vulnerabilitร con python
Python & Friends
Intermediate
๐ฎ๐น
Loredana Sideri
๐ฉโ๐ค
203
Talk
Realizziamo un sistema di acquisizione dati IOT con Trueverit
PyWeb & DevOps
Advanced
๐ฎ๐น
Simone Fardella
๐จโ๐ค
204
Talk
Diagrammi phi-delta: implementazione di un tool visivo per sistemi di Machine Learning
PyData
Advanced
๐ฎ๐น
Giuliano Armano
๐จโ๐ค
205
Talk
The art of building a sophisticated psychologist with Python
PyData
Beginner
๐ฌ๐ง
Harshinee Sriram
๐ฉโ๐ค
206
Talk
TFW your country is funding Open Source development
Python & Friends
Beginner
๐ฌ๐ง
Riccardo Magliocchetti
๐จโ๐ค
207
Talk
Dummies guide to Spark (using Python)!
PyData
Beginner
๐ฌ๐ง
Harshdeep Singh
๐จโ๐ค
208
Training
Developing for Voice User Interfaces
PyWeb & DevOps
Beginner
๐ฌ๐ง
Suryansh Tibarewal
๐จโ๐ค
209
Talk
Going Serverless with Python
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Jorge Luis Galvis Quintero
๐จโ๐ค
210
Talk
Applicazioni veloci per desktop - Tabelle/Maschere/Tab/Estrazioni in pochi click
PyDatabase
Beginner
๐ฎ๐น
Marco Muratore
๐จโ๐ค
211
Talk
Less Python in PySpark: Techniques to reduce UDF usage
PyData
Intermediate
๐ฌ๐ง
Diego Martin
๐จโ๐ค
212
Talk
Switching from batch ETL to streaming pipelines
Python & Friends
Intermediate
๐ฌ๐ง
Francesco Bruni
๐จโ๐ค
213
Talk
The matchmaking system in Hearthstone: how to simulate it with Python
Python & Friends
Intermediate
๐ฌ๐ง
Giulio Giorgio
๐จโ๐ค
214
Talk
You don't have to be mad to work here, but it helps
Python & Friends
Beginner
๐ฌ๐ง
Cat Lamin
๐ฉโ๐ค
215
Talk
Why should kids learn to code and how can we help?
Python & Friends
Beginner
๐ฌ๐ง
Cat Lamin
๐ฉโ๐ค
216
Talk
Una formula, molte molecole: usare Python e metodi metaeuristici per determinare proprietร molecolari
PyData
Beginner
๐ฎ๐น
Giordano Mancini
๐จโ๐ค
217
Talk
A Multi-Patient Data Driven Approach to Blood Glucose Prediction
PyData
Intermediate
๐ฌ๐ง
Stefano Terna
๐จโ๐ค
218
Talk
Learning from Constraints: a Distributed and Privacy-Preserving Approach
PyData
Beginner
๐ฌ๐ง
Francesco Farina
๐จโ๐ค
219
Training
Pythonic Objects: idiomatic OOP in Python
Python & Friends
Beginner
๐ฌ๐ง
Luciano Ramalho
๐จโ๐ค
220
Talk
Mastering Mock Object Library to Write Better Unit Tests
Python & Friends
Beginner
๐ฌ๐ง
Sunaina Pai
๐ฉโ๐ค
221
Talk
MVP, is never just a MVP
Python & Friends
Beginner
๐ฌ๐ง
Suryansh Tibarewal
๐จโ๐ค
222
Talk
Learning and using "new generation" blockchain with Python
Python & Friends
Beginner
๐ฌ๐ง
Paolo D'Onorio De Meo
๐จโ๐ค
223
Talk
Learning from Constraints: un Appoccio Distribuito e Privacy-Preserving
PyData
Beginner
๐ฎ๐น
Francesco Farina
๐จโ๐ค
224
Talk
BigData e Apache Spark
PyData
Beginner
๐ฎ๐น
Domenico Gioia
๐จโ๐ค
225
Talk
Automating massively-scalable operational pipelines with AutoML and Apache Airflow
PyData
Advanced
๐ฌ๐ง
Zubin John
๐จโ๐ค
226
Talk
Python and the MySQL 8.0 Document Store
PyDatabase
Beginner
๐ฌ๐ง
Frรฉdรฉric Descamps
๐จโ๐ค
227
Talk
Python e MySQL 8.0 Document Store
PyDatabase
Beginner
๐ฎ๐น
Frรฉdรฉric Descamps
๐จโ๐ค
228
Talk
Building Python Modules using @rustlang
Python & Friends
Beginner
๐ฌ๐ง
Jayesh Katta Ramalingaiah
๐จโ๐ค
229
Talk
Python in Computer Vision
Python & Friends
Beginner
๐ฌ๐ง
Tariro Chagwiza
๐ฉโ๐ค
230
Talk
Tornado web services on asyncio
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Stefan Behnel
๐จโ๐ค
231
Talk
Developing a Data Strategy in a start-up environment
PyData
Beginner
๐ฌ๐ง
Pietro Mascolo
๐จโ๐ค
232
Talk
Python and MongoDB with Ming
PyDatabase
Beginner
๐ฌ๐ง
Walter Danilo Galante
๐จโ๐ค
233
Talk
Genropy e lo storage di file in cloud
PyBusiness
Beginner
๐ฎ๐น
Francesco Porcari
๐จโ๐ค
234
Talk
La fatturazione elettronica con Erpy.
PyBusiness
Beginner
๐ฎ๐น
Giovanni Porcari
๐จโ๐ค
235
Talk
Building footprint extraction using semantic segmentation
PyData
Intermediate
๐ฌ๐ง
Shubham Goel
๐จโ๐ค
236
Talk
A Plain English Overview of Text Mining Techniques
PyData
Beginner
๐ฌ๐ง
Tariq Rashid
๐จโ๐ค
237
Talk
La sicurezza dei database MySQL (con speciale attenzione alla GDPR)
PyDatabase
Beginner
๐ฎ๐น
Marco Carlessi
๐จโ๐ค
238
Talk
Serverless WebSocket con API Gateway e AWS Lambda
PyWeb & DevOps
Beginner
๐ฎ๐น
Matteo Zuccon
๐จโ๐ค
239
Talk
MySQL e le architetture a micro servizi
PyDatabase
Beginner
๐ฎ๐น
Marco Carlessi
๐จโ๐ค
240
Talk
Il matchmaking in Hearthstone: come simularlo in Python
Python & Friends
Intermediate
๐ฎ๐น
Giulio Giorgio
๐จโ๐ค
241
Talk
Being Pragmatic: a Simple Developer Mindset
Python & Friends
Beginner
๐ฌ๐ง
Gianluca Romanin
๐จโ๐ค
242
Talk
concurrent.futures.RpcExecutor: modern python rpc protocol
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Simone Marzola
๐จโ๐ค
243
Talk
Celery pseudoservices
PyWeb & DevOps
Intermediate
๐ฎ๐น
Simone Gasbarroni
๐จโ๐ค
244
Training
Trasformiamo i nostri dati in un applicativo con Genropy
PyBusiness
Beginner
๐ฎ๐น
Francesco Porcari
๐จโ๐ค
245
Talk
Ticket e task in Erpy
PyBusiness
Beginner
๐ฎ๐น
Francesco Porcari
๐จโ๐ค
246
Talk
The Future of Chatbots in the Travel Industry
PyData
Beginner
๐ฌ๐ง
Prabh Simran Baweja
๐จโ๐ค
247
Talk
How to build and e-commerce website with Odoo
PyBusiness
Beginner
๐ฌ๐ง
Davide Corio
๐จโ๐ค
248
Talk
Share Python libraries between AWS Lambda Functions & Layers and continuously deploy with Terraform
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Toshiya Doi
๐จโ๐ค
249
Talk
Serverless App Showdown: How to choose the right cloud provider
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Michelle Brenner
๐ฉโ๐ค
250
Talk
Custom design patterns per lavorare meglio in team
Python & Friends
Beginner
๐ฎ๐น
Paolo Ferretti
๐จโ๐ค
251
Talk
ldap3 - come nasce (e cresce) un progetto open source
Python & Friends
Beginner
๐ฎ๐น
Giovanni Cannata
๐จโ๐ค
252
Talk
Use the Zen, Luke!
Python & Friends
Beginner
๐ฌ๐ง
Lorenzo Mele
๐จโ๐ค
253
Talk
Python and Serverless - instant cooking for snakes owners
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Pietro Brunetti
๐จโ๐ค
254
Talk
Converting your last Python 2 program to Python 3 - The Why and How
Python & Friends
Beginner
๐ฌ๐ง
Yan Orestes
๐จโ๐ค
255
Talk
Artisanal Async Adventures
Python & Friends
Intermediate
๐ฌ๐ง
Jonas Obrist
๐จโ๐ค
256
Talk
Adoption of Serverless in Python
PyWeb & DevOps
Beginner
๐ฌ๐ง
Tilak T
๐จโ๐ค
257
Talk
Let's bring a piece of code on the cloud
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Lorenzo Mele
๐จโ๐ค
258
Talk
GoalSurvival - using Python to scrape football scoring events and to perform survival analysis
PyData
Intermediate
๐ฌ๐ง
Joaquim Borges
๐จโ๐ค
259
Talk
Towards Interpretable Visual Question Answering via Compositional Reasoning
PyData
Intermediate
๐ฌ๐ง
Vedika Agarwal
๐ฉโ๐ค
260
Talk
Python e MongoDB con Ming
PyDatabase
Beginner
๐ฎ๐น
Walter Danilo Galante
๐จโ๐ค
261
Talk
What the *** happened to this car??
PyData
Intermediate
๐ฌ๐ง
Nicolas Pierre
๐จโ๐ค
262
Talk
Creative Coding with Python and P5js
Python & Friends
Beginner
๐ฌ๐ง
Tariq Rashid
๐จโ๐ค
263
Talk
Recognition of Inlet wet Food to Drying Process Through a Deep Learning Approach
Python & Friends
Intermediate
๐ฌ๐ง
Roberto Moscetti
๐จโ๐ค
264
Talk
MySQL Shell : the best DBA tool ? - How to use the MySQL Shell as a Python framework for DBAs
PyDatabase
Beginner
๐ฌ๐ง
Frรฉdรฉric Descamps
๐จโ๐ค
265
Talk
MySQL and micro service architectures
PyDatabase
Beginner
๐ฌ๐ง
Marco Carlessi
๐จโ๐ค
266
Talk
7 Deadly Sins of React
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Ersel Aker
๐จโ๐ค
267
Talk
Costruire un sito e-commerce con Odoo
PyBusiness
Beginner
๐ฎ๐น
Davide Corio
๐จโ๐ค
268
Talk
Engineering Fashion Technology and Human Organs: Interdisciplinary making for better wellbeing
Python & Friends
Beginner
๐ฌ๐ง
Rachel Konichiwakitty
๐ฉโ๐ค
269
Talk
Ereditรก delle View Django: come usare le Class View
PyWeb & DevOps
Intermediate
๐ฎ๐น
Matteo Scarpa
๐จโ๐ค
270
Talk
MySQL HA cosi facile?... รจ pazzesco!
PyWeb & DevOps
Beginner
๐ฎ๐น
Frรฉdรฉric Descamps
๐จโ๐ค
271
Talk
G3W-Suite, una suite dedicata alla pubblicazione su web di progetti cartografici e alla loro gestion
PyWeb & DevOps
Beginner
๐ฎ๐น
Walter Lorenzetti
๐จโ๐ค
272
Talk
Editing di Django models nel front-end
PyWeb & DevOps
Beginner
๐ฎ๐น
Mario Orlandi
๐จโ๐ค
273
Talk
Python + Neo4j: How a Graph DB can make a transit app more intelligent
Python & Friends
Beginner
๐ฌ๐ง
Navid Nobani
๐จโ๐ค
274
Talk
Security for MySQL database (and GDPR)
PyDatabase
Beginner
๐ฌ๐ง
Marco Carlessi
๐จโ๐ค
275
Talk
Boxes and packets - only one obvious way to do them?
Python & Friends
Beginner
๐ฌ๐ง
Pietro Brunetti
๐จโ๐ค
276
Talk
Modern Tech meets Traditional Music: Assisting Angklung Rehearsals with Python
Python & Friends
Beginner
๐ฌ๐ง
Trapsilo Bumi
๐จโ๐ค
277
Talk
MySQL HA do easy that's insane !
PyWeb & DevOps
Beginner
๐ฌ๐ง
Frรฉdรฉric Descamps
๐จโ๐ค
Inย [3]:
trainings = rankings[rankings['Type'].values == 'Training']
talks = rankings[rankings['Type'].values == 'Talk']
# Drop cols
trainings = trainings.drop('Type', axis=1)
talks = talks.drop('Type', axis=1)
Inย [4]:
from collections import defaultdict
speakers = defaultdict(set)
Inย [5]:
for i, speaker in enumerate(rankings.Speakers.values):
for j, name in enumerate(speaker.split(',')):
gender = rankings.Gender[i+1].split('+')[j]
speakers[gender].add(name)
Inย [6]:
count_speakers = sum(len(s) for s in speakers.values())
print(count_speakers)
187
Inย [7]:
for k in speakers:
print('{} --> {}'.format(k, len(speakers[k])))
๐จโ๐ค --> 159
๐ฉโ๐ค --> 28
Inย [8]:
print('Talks --> {}'.format(talks.index.size))
print('Trainings --> {}'.format(trainings.index.size))
Talks --> 257
Trainings --> 20
Inย [9]:
rankings.Lang.value_counts()
Out[9]:
๐ฌ๐ง 200
๐ฎ๐น 77
Name: Lang, dtype: int64
Inย [10]:
rankings.Level.value_counts()
Out[10]:
Beginner 157
Intermediate 111
Advanced 9
Name: Level, dtype: int64
Inย [11]:
trainings.index = np.arange(1, trainings.index.size+1)
HTML(trainings.to_html())
Out[11]:
Title
Track
Level
Lang
Speakers
Gender
1
PyTorch from the ground up
PyData
Intermediate
๐ฌ๐ง
Alessandro Re
๐จโ๐ค
2
Kubernetes 101 for Python Developer
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Christian Barra
๐จโ๐ค
3
Geospatial analysis with Python
PyData
Intermediate
๐ฌ๐ง
Francesco Bruni
๐จโ๐ค
4
TDD in Python with pytest
Python & Friends
Beginner
๐ฌ๐ง
Leonardo Giordani
๐จโ๐ค
5
Creare una Dashboard con Flask e Vue.js
PyWeb & DevOps
Beginner
๐ฎ๐น
Gianfranco Castro
๐จโ๐ค
6
But I never wanted to do DevOps!
PyWeb & DevOps
Beginner
๐ฌ๐ง
Daniele Procida
๐จโ๐ค
7
Human Mobility Analysis: from the theory to the practice
PyData
Intermediate
๐ฌ๐ง
Luca Pappalardo
๐จโ๐ค
8
Playing with Data by using of Python, Pandas
PyData
Intermediate
๐ฌ๐ง
Abhijeet Mote
๐จโ๐ค
9
Securing a Python applications
PyWeb & DevOps
Beginner
๐ฌ๐ง
Tilak T
๐จโ๐ค
10
How to learn the world in Keras
PyData
Beginner
๐ฌ๐ง
Prakhar Srivastava
๐จโ๐ค
11
Dive into Object-oriented Python
Python & Friends
Beginner
๐ฌ๐ง
Leonardo Giordani
๐จโ๐ค
12
Deep Diving into GANs: form theory to production
PyData
Intermediate
๐ฌ๐ง
Michele De Simoni
๐จโ๐ค
13
BigData e Apache Spark
PyData
Beginner
๐ฌ๐ง
Domenico Gioia
๐จโ๐ค
14
Object Oriented Programming in Python
Python & Friends
Beginner
๐ฌ๐ง
Lakshmi Boggaram
๐ฉโ๐ค
15
Dive into Object-oriented Python
Python & Friends
Beginner
๐ฎ๐น
Leonardo Giordani
๐จโ๐ค
16
Get started with asyncio and Tornado web services
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Stefan Behnel
๐จโ๐ค
17
Reincarnating Shakespeare with Recurrent Neural Networks
PyData
Beginner
๐ฌ๐ง
Vaibhav Srivastava
๐จโ๐ค
18
Developing for Voice User Interfaces
PyWeb & DevOps
Beginner
๐ฌ๐ง
Suryansh Tibarewal
๐จโ๐ค
19
Pythonic Objects: idiomatic OOP in Python
Python & Friends
Beginner
๐ฌ๐ง
Luciano Ramalho
๐จโ๐ค
20
Trasformiamo i nostri dati in un applicativo con Genropy
PyBusiness
Beginner
๐ฎ๐น
Francesco Porcari
๐จโ๐ค
Inย [12]:
pydataers = talks[talks['Track'].values == 'PyData']
pydataers.index = np.arange(1, pydataers.index.size+1)
HTML(pydataers.to_html())
Out[12]:
Title
Track
Level
Lang
Speakers
Gender
1
A practical guide towards explainability and bias evaluation in machine learning
PyData
Intermediate
๐ฌ๐ง
Alejandro Saucedo
๐จโ๐ค
2
Please tell me why?! Explaining Machine Learning predictions in Python with Shap
PyData
Intermediate
๐ฌ๐ง
Alessio Guerrieri
๐จโ๐ค
3
Predicting Human Activity using Time Series Analysis
PyData
Intermediate
๐ฌ๐ง
Akul Mehra
๐จโ๐ค
4
Deep learning: the final frontier for time series analysis and signal processing?
PyData
Intermediate
๐ฌ๐ง
Alexandr Honchar
๐จโ๐ค
5
Dimmi perchรจ?! Spiegare modelli Machine Learning in Python con Shap
PyData
Intermediate
๐ฎ๐น
Alessio Guerrieri
๐จโ๐ค
6
Meet dask and distributed: the unsung heroes of Python scientific data ecosystem.
PyData
Advanced
๐ฌ๐ง
Alessandro Amici
๐จโ๐ค
7
Demystifying Network Science with Python
PyData
Intermediate
๐ฌ๐ง
Avneet Kaur
๐ฉโ๐ค
8
Deep Learning with PyTorch for Fun and Profit (Part III / Italian Edition: Divina Commedia)
PyData
Intermediate
๐ฌ๐ง
Alexander Hendorf
๐จโ๐ค
9
Deep learning the Bayesian way. Moving towards safer AI !
PyData
Intermediate
๐ฌ๐ง
Ayush Kumar Singh
๐จโ๐ค
10
Hearing Colours and Seeing Sounds using Python
PyData
Beginner
๐ฌ๐ง
Aakanksha Chouhan
๐ฉโ๐ค
11
Kubeflow: portable and scalable machine learning on top of Kubernetes
PyData
Intermediate
๐ฌ๐ง
Akash Tandon
๐จโ๐ค
12
A Worked Intro to Scikit-learn
PyData
Beginner
๐ฌ๐ง
Anders Bogsnes
๐จโ๐ค
13
Machine learning approaches for road scene video analysis
PyData
Intermediate
๐ฌ๐ง
Andrea Benericetti
๐จโ๐ค
14
Text Extraction from PDFs made Easy
PyData
Beginner
๐ฌ๐ง
Aakriti Jain
๐ฉโ๐ค
15
Architectures for the real world: retina U-nets, prototypical networks and VA-GANs in PyTorch
PyData
Intermediate
๐ฌ๐ง
Alessandro Re
๐จโ๐ค
16
Spotting Sharks with the TensorFlow Object Detection API
PyData
Intermediate
๐ฌ๐ง
Andrew Carter
๐จโ๐ค
17
Defence Against the Dark Arts: Adversarial ML
PyData
Intermediate
๐ฌ๐ง
Amit Kushwaha
๐จโ๐ค
18
AI and algorithmic art
PyData
Beginner
๐ฌ๐ง
Cheuk Ho
๐ฉโ๐ค
19
How to help an international organisation transitioning to Python.
PyData
Beginner
๐ฌ๐ง
Alessandro Amici
๐จโ๐ค
20
What's trending this month?
PyData
Beginner
๐ฌ๐ง
Alisha Aneja
๐ฉโ๐ค
21
Good features beat algorithms
PyData
Beginner
๐ฌ๐ง
Pietro Mascolo
๐จโ๐ค
22
Adaptive Online Geospatial Machine Learning
PyData
Intermediate
๐ฌ๐ง
Breno Freitas
๐จโ๐ค
23
TensorFlow 2.0: the Good and the Bad
PyData
Beginner
๐ฌ๐ง
Michele De Simoni
๐จโ๐ค
24
Python and Elasticsearch: An introduction
PyData
Beginner
๐ฌ๐ง
Fabio Falzoi
๐จโ๐ค
25
Doing data science in the real world- Not the usual fairy tale !
PyData
Intermediate
๐ฌ๐ง
Daniel Ajisafe
๐จโ๐ค
26
Introduction to deep learning for computer vision
PyData
Intermediate
๐ฌ๐ง
Daniel Ajisafe
๐จโ๐ค
27
You don't need n dimensions when you have pandas
PyData
Beginner
๐ฌ๐ง
Pietro Battiston
๐จโ๐ค
28
Deepfake: usare il deep learning per sostituire i volti
PyData
Intermediate
๐ฎ๐น
David Santucci
๐จโ๐ค
29
Chatbot from zero to hero
PyData
Beginner
๐ฎ๐น
Gianluca Carucci,Fabrizio Romano
๐จโ๐ค+๐จโ๐ค
30
Pandas ecosystem 2019
PyData
Intermediate
๐ฌ๐ง
Marc Garcia
๐จโ๐ค
31
Modern gold mining: Leveraging Deep Learning to predict GMV for 100k+ shops
PyData
Intermediate
๐ฌ๐ง
Breno Freitas
๐จโ๐ค
32
Learning new words in English using Python
PyData
Beginner
๐ฌ๐ง
Anuj Menta
๐จโ๐ค
33
Forecasting and observing Airfare trends using Python and Neural Networks
PyData
Beginner
๐ฌ๐ง
Anuj Menta
๐จโ๐ค
34
Let the AI Do the Talk: Adventures with Natural Language Generation
PyData
Beginner
๐ฌ๐ง
Marco Bonzanini
๐จโ๐ค
35
Probabilistic Programming and Bayesian Deep Learning
PyData
Beginner
๐ฌ๐ง
Sandeep Saurabh
๐จโ๐ค
36
Non ti servono n dimensioni quando hai pandas
PyData
Beginner
๐ฎ๐น
Pietro Battiston
๐จโ๐ค
37
NLP researchers on language modelling : What do they know? Do they know things? Let's find out!
PyData
Beginner
๐ฌ๐ง
Arnav Arora
๐จโ๐ค
38
Using Python and machine learning to detect the replay of memories in the hippocampus
PyData
Beginner
๐ฌ๐ง
Pietro Marchesi
๐จโ๐ค
39
Letโs talk about MLOps
PyData
Intermediate
๐ฌ๐ง
Christian Barra
๐จโ๐ค
40
Machine learning workflow con Apache Airflow
PyData
Beginner
๐ฎ๐น
Claudio Masolo
๐จโ๐ค
41
Data analysis in Python - come in, don't get lost
PyData
Beginner
๐ฌ๐ง
Pietro Battiston
๐จโ๐ค
42
Analisi di dati in Python - ti serve una cartina?
PyData
Beginner
๐ฎ๐น
Pietro Battiston
๐จโ๐ค
43
Robust and charming dataviz with RainCloud Plots
PyData
Beginner
๐ฌ๐ง
Davide Poggiali
๐จโ๐ค
44
Matematica e fisica al liceo con Python e Jupyter
PyData
Beginner
๐ฎ๐น
Davide Passaro
๐จโ๐ค
45
Does rain cause traffic delays? Weather and geophysical processing for data scientists.
PyData
Intermediate
๐ฌ๐ง
Michael Salib
๐จโ๐ค
46
Machine Learning behind chatbots
PyData
Intermediate
๐ฌ๐ง
Bhavani Ravi
๐ฉโ๐ค
47
Introduction to Face Processing with Computer Vision
PyData
Beginner
๐ฌ๐ง
Gabriel Bianconi
๐จโ๐ค
48
A primer on manifold dimensionality reduction techniques
PyData
Intermediate
๐ฌ๐ง
Pietro Mascolo
๐จโ๐ค
49
Extracting tabular data from PDFs with Camelot & Excalibur
PyData
Beginner
๐ฌ๐ง
Vinayak Mehta
๐จโ๐ค
50
MACHINE LEARNING FOR INVENTORY MANAGEMENT
PyData
Intermediate
๐ฌ๐ง
Laura De Stefanis
๐ฉโ๐ค
51
Deep Learning in Python: Image Recognition for Anime Characters
PyData
Beginner
๐ฌ๐ง
Iskandar Setiadi
๐จโ๐ค
52
Plot at first sight!
PyData
Beginner
๐ฌ๐ง
Fabrizio Ruffini
๐จโ๐ค
53
What is your Machine learning test score?
PyData
Intermediate
๐ฌ๐ง
Tania Allard
๐ฉโ๐ค
54
Object detection and Human recognition with YOLO in Python
PyData
Beginner
๐ฌ๐ง
Kajal Puri
๐ฉโ๐ค
55
Looking through the window of the Azerbaijani Laundromat
PyData
Beginner
๐ฌ๐ง
Martin Ruskov
๐จโ๐ค
56
Image Classification using Deep Learning (Capsule Networks)
PyData
Beginner
๐ฌ๐ง
Sandeep Saurabh
๐จโ๐ค
57
Multi-modal classification with PyTorch
PyData
Intermediate
๐ฌ๐ง
Jennifer Seale
๐ฉโ๐ค
58
Building world-class data processing pipelines using Apache Airflow
PyData
Intermediate
๐ฌ๐ง
Hrvoje Gazibara
๐จโ๐ค
59
CalcoloGrafia: riconoscimento ed esecuzione di calcoli scritti a mano
PyData
Intermediate
๐ฎ๐น
Omar Rampado
๐จโ๐ค
60
Deep Learning for brain MRI segmentation: Big Data, AI and HPC meet together
PyData
Intermediate
๐ฌ๐ง
Giuseppe Di Bernardo
๐จโ๐ค
61
Text Summarisation made fun!
PyData
Intermediate
๐ฌ๐ง
Harshdeep Singh
๐จโ๐ค
62
Hippo: Framework di testing basato su scikit-learn
PyData
Intermediate
๐ฎ๐น
Thomas Bridi
๐จโ๐ค
63
AbracaGAN: introduction to the almost magical world of GANs
PyData
Intermediate
๐ฌ๐ง
Michele De Simoni
๐จโ๐ค
64
Generative models - Building algorithms capable of imagination
PyData
Intermediate
๐ฌ๐ง
Prakhar Srivastava
๐จโ๐ค
65
Association Rules Mining Using Python Generators and Pandas to Handle Large Datasets
PyData
Intermediate
๐ฌ๐ง
Pacham Pacham Sri Srinivasan
๐จโ๐ค
66
Do more with Twitter data: Understanding the people behind the Tweet
PyData
Beginner
๐ฌ๐ง
Karishma Babbar
๐ฉโ๐ค
67
Everything your model doesn't know
PyData
Intermediate
๐ฌ๐ง
Simone Scardapane
๐จโ๐ค
68
Open Notebook Science: Ricerca libera e riproducibile con Python
PyData
Beginner
๐ฎ๐น
Marco Scarselli
๐จโ๐ค
69
Beating the bookies in football โ predicting matches with Machine Learning
PyData
Intermediate
๐ฌ๐ง
Michaล Gรณrnik
๐จโ๐ค
70
Developing Natural Language Processing Applications using Python
PyData
Beginner
๐ฌ๐ง
Saloni Garg
๐ฉโ๐ค
71
Building a Data Pipeline with Observability in Mind
PyData
Intermediate
๐ฌ๐ง
Jiaqi Liu
๐ฉโ๐ค
72
One formula, many molecules: using metaheuristics and Python to run molecular simulations.
PyData
Beginner
๐ฌ๐ง
Giordano Mancini
๐จโ๐ค
73
Identification of anomalous shutdown in Vehicle Tracking Units: a practical machine learning problem
PyData
Intermediate
๐ฌ๐ง
Luca Bravi
๐จโ๐ค
74
Bayesian Modeling and MCMC sampling with PyMC3
PyData
Beginner
๐ฌ๐ง
Shreya Khurana
๐ฉโ๐ค
75
Build text classification models ( CBOW and Skip-gram) with FastText in python
PyData
Beginner
๐ฌ๐ง
Kajal Puri
๐ฉโ๐ค
76
Let's predict the weather! Building a real time global rain forecaster.
PyData
Intermediate
๐ฌ๐ง
Michael Salib
๐จโ๐ค
77
BigData e Apache Cassandra
PyData
Beginner
๐ฎ๐น
Domenico Gioia
๐จโ๐ค
78
A zero to Hero training on Text Mining and NLP
PyData
Intermediate
๐ฌ๐ง
Navid Nobani
๐จโ๐ค
79
Analyzing geospatial data using geopandas
PyData
Beginner
๐ฌ๐ง
Marvin Bensch
๐จโ๐ค
80
Sviluppare una data strategy in una start-up
PyData
Beginner
๐ฎ๐น
Pietro Mascolo
๐จโ๐ค
81
Demystifying Natural Language Processing using Python (Scikit-Learn/ Keras)
PyData
Beginner
๐ฌ๐ง
Vaibhav Srivastava
๐จโ๐ค
82
Learning to drive with deep neural networks
PyData
Intermediate
๐ฌ๐ง
Leonardo Sarti
๐จโ๐ค
83
RedisAI
PyData
Intermediate
๐ฌ๐ง
Luca Antiga
๐จโ๐ค
84
Diagrammi phi-delta: implementazione di un tool visivo per sistemi di Machine Learning
PyData
Advanced
๐ฎ๐น
Giuliano Armano
๐จโ๐ค
85
The art of building a sophisticated psychologist with Python
PyData
Beginner
๐ฌ๐ง
Harshinee Sriram
๐ฉโ๐ค
86
Dummies guide to Spark (using Python)!
PyData
Beginner
๐ฌ๐ง
Harshdeep Singh
๐จโ๐ค
87
Less Python in PySpark: Techniques to reduce UDF usage
PyData
Intermediate
๐ฌ๐ง
Diego Martin
๐จโ๐ค
88
Una formula, molte molecole: usare Python e metodi metaeuristici per determinare proprietร molecolari
PyData
Beginner
๐ฎ๐น
Giordano Mancini
๐จโ๐ค
89
A Multi-Patient Data Driven Approach to Blood Glucose Prediction
PyData
Intermediate
๐ฌ๐ง
Stefano Terna
๐จโ๐ค
90
Learning from Constraints: a Distributed and Privacy-Preserving Approach
PyData
Beginner
๐ฌ๐ง
Francesco Farina
๐จโ๐ค
91
Learning from Constraints: un Appoccio Distribuito e Privacy-Preserving
PyData
Beginner
๐ฎ๐น
Francesco Farina
๐จโ๐ค
92
BigData e Apache Spark
PyData
Beginner
๐ฎ๐น
Domenico Gioia
๐จโ๐ค
93
Automating massively-scalable operational pipelines with AutoML and Apache Airflow
PyData
Advanced
๐ฌ๐ง
Zubin John
๐จโ๐ค
94
Developing a Data Strategy in a start-up environment
PyData
Beginner
๐ฌ๐ง
Pietro Mascolo
๐จโ๐ค
95
Building footprint extraction using semantic segmentation
PyData
Intermediate
๐ฌ๐ง
Shubham Goel
๐จโ๐ค
96
A Plain English Overview of Text Mining Techniques
PyData
Beginner
๐ฌ๐ง
Tariq Rashid
๐จโ๐ค
97
The Future of Chatbots in the Travel Industry
PyData
Beginner
๐ฌ๐ง
Prabh Simran Baweja
๐จโ๐ค
98
GoalSurvival - using Python to scrape football scoring events and to perform survival analysis
PyData
Intermediate
๐ฌ๐ง
Joaquim Borges
๐จโ๐ค
99
Towards Interpretable Visual Question Answering via Compositional Reasoning
PyData
Intermediate
๐ฌ๐ง
Vedika Agarwal
๐ฉโ๐ค
100
What the *** happened to this car??
PyData
Intermediate
๐ฌ๐ง
Nicolas Pierre
๐จโ๐ค
Inย [13]:
print('Number of Talks Proposed: ', pydataers.index.size, end='\n\n')
print('Language of Talks Proposed: ')
print(pydataers.Lang.value_counts(), end='\n\n')
print('Levels of Talks Proposed: ')
print(pydataers.Level.value_counts())
Number of Talks Proposed: 100
Language of Talks Proposed:
๐ฌ๐ง 84
๐ฎ๐น 16
Name: Lang, dtype: int64
Levels of Talks Proposed:
Beginner 49
Intermediate 48
Advanced 3
Name: Level, dtype: int64
Inย [14]:
pylang = talks[talks['Track'].values == 'Python & Friends']
pylang.index = np.arange(1, pylang.index.size+1)
HTML(pylang.to_html())
Out[14]:
Title
Track
Level
Lang
Speakers
Gender
1
Python Standard Library, the hidden gems
Python & Friends
Beginner
๐ฎ๐น
Alessandro Molina
๐จโ๐ค
2
Uno sguardo alle Dataclasses: quando una namedtuple non basta
Python & Friends
Beginner
๐ฎ๐น
Alessandro Cucci
๐จโ๐ค
3
Sviluppare per Alexa in Python
Python & Friends
Intermediate
๐ฎ๐น
Alberto Anceschi
๐จโ๐ค
4
Algoritmo di Routing Multi-Obiettivo di Veicoli Elettrici con vincoli di ricarica lungo il percorso
Python & Friends
Beginner
๐ฎ๐น
Alessandro Betti
๐จโ๐ค
5
Sharing is Caring! - how to free the CPU from message passing hell - shared memory saved the day
Python & Friends
Intermediate
๐ฌ๐ง
Andrei Neagu
๐จโ๐ค
6
An insight into Python Garbage Collection
Python & Friends
Intermediate
๐ฌ๐ง
Fabio Falzoi
๐จโ๐ค
7
Understanding Caching in Python
Python & Friends
Beginner
๐ฌ๐ง
Chirag Shah
๐จโ๐ค
8
Understanding multithreading by deciphering the cpython interpreter source code.
Python & Friends
Beginner
๐ฌ๐ง
Chirag Shah
๐จโ๐ค
9
Thinking functionally: Introduction to FP in Python
Python & Friends
Beginner
๐ฌ๐ง
Alisha Aneja
๐ฉโ๐ค
10
How to write a JIT compiler in 30 minutes
Python & Friends
Advanced
๐ฌ๐ง
Antonio Cuni
๐จโ๐ค
11
Understanding how a malware works using Python
Python & Friends
Intermediate
๐ฌ๐ง
Yan Orestes
๐จโ๐ค
12
Clean architectures in Python: why, what, how
Python & Friends
Intermediate
๐ฌ๐ง
Leonardo Giordani
๐จโ๐ค
13
Clean architectures in Python: perchรฉ, cosa, come
Python & Friends
Intermediate
๐ฎ๐น
Leonardo Giordani
๐จโ๐ค
14
Refactoring con i test in Python: un esempio pratico
Python & Friends
Beginner
๐ฎ๐น
Leonardo Giordani
๐จโ๐ค
15
26 librerie in 40 minuti
Python & Friends
Beginner
๐ฎ๐น
Danilo Abbasciano
๐จโ๐ค
16
#STOPCODING. Alziamo le mani dalla tastiera e iniziamo a capire e risolvere i problemi!
Python & Friends
Beginner
๐ฎ๐น
Gabriele Giaccari
๐จโ๐ค
17
TDD in Python con pytest
Python & Friends
Beginner
๐ฎ๐น
Leonardo Giordani
๐จโ๐ค
18
Say No to the Dependency Hell: Proper Management of Software Dependencies
Python & Friends
Intermediate
๐ฌ๐ง
Ivan Pashchenko
๐จโ๐ค
19
Good code documents itself and other lies
Python & Friends
Beginner
๐ฌ๐ง
Tania Allard
๐ฉโ๐ค
20
Get native with Cython
Python & Friends
Intermediate
๐ฌ๐ง
Stefan Behnel
๐จโ๐ค
21
Using Python to create political acts
Python & Friends
Beginner
๐ฌ๐ง
Felipe Cabral
๐จโ๐ค
22
Ternary CPUs: how they work and how Python helps designing one
Python & Friends
Advanced
๐ฌ๐ง
Cesare Di Mauro
๐จโ๐ค
23
My way. Story of resistance: Python vs PHP
Python & Friends
Beginner
๐ฌ๐ง
Anastasiia Tymoshchuk
๐ฉโ๐ค
24
Importing anything from anywhere
Python & Friends
Intermediate
๐ฌ๐ง
Hrvoje Gazibara
๐จโ๐ค
25
Apprendimento permanente e futuro dell'istruzione superiore: il caso OMSCS
Python & Friends
Beginner
๐ฎ๐น
Alan Franzoni
๐จโ๐ค
26
Flying Python: How to control your drone with Python, a Raspberry Pi and a lot of tape!
Python & Friends
Beginner
๐ฌ๐ง
Franco Minucci
๐จโ๐ค
27
Advanced test patterns with pytest
Python & Friends
Intermediate
๐ฌ๐ง
Massimiliano Pippi
๐จโ๐ค
28
Documentation in practice
Python & Friends
Beginner
๐ฌ๐ง
Daniele Procida
๐จโ๐ค
29
The world's simplest, cheapest plotter
Python & Friends
Beginner
๐ฌ๐ง
Daniele Procida
๐จโ๐ค
30
Py2Nim: compiling Python to idiomatic code in statically typed languages
Python & Friends
Intermediate
๐ฌ๐ง
Alexander Ivanov
๐จโ๐ค
31
Perceiving Python Programming Paradigms
Python & Friends
Beginner
๐ฌ๐ง
Jigyasa Grover
๐ฉโ๐ค
32
Stereotypes, Role Models & Learning to Code
Python & Friends
Beginner
๐ฌ๐ง
Cat Lamin
๐ฉโ๐ค
33
How to build a pizza-bot and chat with him to order your custom Capricciosa
Python & Friends
Intermediate
๐ฌ๐ง
David Santucci
๐จโ๐ค
34
Flying Python: Controlla il tuo drone con Python, un Raspberry Pi e tanto nastro adesivo!
Python & Friends
Beginner
๐ฎ๐น
Franco Minucci
๐จโ๐ค
35
Work smarter, not harder: task automation with Pyinvoke
Python & Friends
Beginner
๐ฌ๐ง
Massimiliano Pippi
๐จโ๐ค
36
Beyond Paradigms: key features for better Python
Python & Friends
Beginner
๐ฌ๐ง
Luciano Ramalho
๐จโ๐ค
37
A Tour of the Python Standard Libaray
Python & Friends
Beginner
๐ฌ๐ง
Niklas Meinzer
๐จโ๐ค
38
Bitcoin 101 con Python
Python & Friends
Beginner
๐ฎ๐น
Mirko Bonasorte
๐จโ๐ค
39
How to write 15 tests in 15 minutes
Python & Friends
Beginner
๐ฌ๐ง
Suryansh Tibarewal
๐จโ๐ค
40
pyCAIR: Content Aware Image Resizing in Python
Python & Friends
Beginner
๐ฌ๐ง
Chirag Shah
๐จโ๐ค
41
Escaping the hell of the None type checking
Python & Friends
Beginner
๐ฌ๐ง
Kendrick Tan
๐จโ๐ค
42
Scatole e pacchetti - Un solo modo ovvio per farli?
Python & Friends
Beginner
๐ฎ๐น
Pietro Brunetti
๐จโ๐ค
43
Set Practice: learning from Python's set types
Python & Friends
Intermediate
๐ฌ๐ง
Luciano Ramalho
๐จโ๐ค
44
Refactoring with tests in Python: a practical example
Python & Friends
Beginner
๐ฌ๐ง
Leonardo Giordani
๐จโ๐ค
45
Non e' una DataViz per vecchi
Python & Friends
Beginner
๐ฎ๐น
Fabrizio Ruffini
๐จโ๐ค
46
An Introduction to Meta-Development Tasks for Releasing Open Source Python Packages
Python & Friends
Beginner
๐ฌ๐ง
Susam Pal
๐จโ๐ค
47
Sviluppo di interfacce grafiche con wxPython
Python & Friends
Beginner
๐ฎ๐น
Roberto Pancaldi
๐จโ๐ค
48
Using PuLP for Optimizing Train Scheduling for Indian Railways
Python & Friends
Intermediate
๐ฌ๐ง
Chetan Chauhan
๐จโ๐ค
49
Protecting Privacy and Security โ For Yourself and Your Community
Python & Friends
Beginner
๐ฌ๐ง
Justin Mayer
๐จโ๐ค
50
openvas_lib: eseguire scansioni di vulnerabilitร con python
Python & Friends
Intermediate
๐ฎ๐น
Loredana Sideri
๐ฉโ๐ค
51
TFW your country is funding Open Source development
Python & Friends
Beginner
๐ฌ๐ง
Riccardo Magliocchetti
๐จโ๐ค
52
Switching from batch ETL to streaming pipelines
Python & Friends
Intermediate
๐ฌ๐ง
Francesco Bruni
๐จโ๐ค
53
The matchmaking system in Hearthstone: how to simulate it with Python
Python & Friends
Intermediate
๐ฌ๐ง
Giulio Giorgio
๐จโ๐ค
54
You don't have to be mad to work here, but it helps
Python & Friends
Beginner
๐ฌ๐ง
Cat Lamin
๐ฉโ๐ค
55
Why should kids learn to code and how can we help?
Python & Friends
Beginner
๐ฌ๐ง
Cat Lamin
๐ฉโ๐ค
56
Mastering Mock Object Library to Write Better Unit Tests
Python & Friends
Beginner
๐ฌ๐ง
Sunaina Pai
๐ฉโ๐ค
57
MVP, is never just a MVP
Python & Friends
Beginner
๐ฌ๐ง
Suryansh Tibarewal
๐จโ๐ค
58
Learning and using "new generation" blockchain with Python
Python & Friends
Beginner
๐ฌ๐ง
Paolo D'Onorio De Meo
๐จโ๐ค
59
Building Python Modules using @rustlang
Python & Friends
Beginner
๐ฌ๐ง
Jayesh Katta Ramalingaiah
๐จโ๐ค
60
Python in Computer Vision
Python & Friends
Beginner
๐ฌ๐ง
Tariro Chagwiza
๐ฉโ๐ค
61
Il matchmaking in Hearthstone: come simularlo in Python
Python & Friends
Intermediate
๐ฎ๐น
Giulio Giorgio
๐จโ๐ค
62
Being Pragmatic: a Simple Developer Mindset
Python & Friends
Beginner
๐ฌ๐ง
Gianluca Romanin
๐จโ๐ค
63
Custom design patterns per lavorare meglio in team
Python & Friends
Beginner
๐ฎ๐น
Paolo Ferretti
๐จโ๐ค
64
ldap3 - come nasce (e cresce) un progetto open source
Python & Friends
Beginner
๐ฎ๐น
Giovanni Cannata
๐จโ๐ค
65
Use the Zen, Luke!
Python & Friends
Beginner
๐ฌ๐ง
Lorenzo Mele
๐จโ๐ค
66
Converting your last Python 2 program to Python 3 - The Why and How
Python & Friends
Beginner
๐ฌ๐ง
Yan Orestes
๐จโ๐ค
67
Artisanal Async Adventures
Python & Friends
Intermediate
๐ฌ๐ง
Jonas Obrist
๐จโ๐ค
68
Creative Coding with Python and P5js
Python & Friends
Beginner
๐ฌ๐ง
Tariq Rashid
๐จโ๐ค
69
Recognition of Inlet wet Food to Drying Process Through a Deep Learning Approach
Python & Friends
Intermediate
๐ฌ๐ง
Roberto Moscetti
๐จโ๐ค
70
Engineering Fashion Technology and Human Organs: Interdisciplinary making for better wellbeing
Python & Friends
Beginner
๐ฌ๐ง
Rachel Konichiwakitty
๐ฉโ๐ค
71
Python + Neo4j: How a Graph DB can make a transit app more intelligent
Python & Friends
Beginner
๐ฌ๐ง
Navid Nobani
๐จโ๐ค
72
Boxes and packets - only one obvious way to do them?
Python & Friends
Beginner
๐ฌ๐ง
Pietro Brunetti
๐จโ๐ค
73
Modern Tech meets Traditional Music: Assisting Angklung Rehearsals with Python
Python & Friends
Beginner
๐ฌ๐ง
Trapsilo Bumi
๐จโ๐ค
Inย [15]:
print('Number of Talks Proposed: ', pylang.index.size, end='\n\n')
print('Language of Talks Proposed: ')
print(pylang.Lang.value_counts(), end='\n\n')
print('Levels of Talks Proposed: ')
print(pylang.Level.value_counts())
Number of Talks Proposed: 73
Language of Talks Proposed:
๐ฌ๐ง 54
๐ฎ๐น 19
Name: Lang, dtype: int64
Levels of Talks Proposed:
Beginner 51
Intermediate 20
Advanced 2
Name: Level, dtype: int64
Inย [16]:
pyweb = talks[talks['Track'].values == 'PyWeb & DevOps']
pyweb.index = np.arange(1, pyweb.index.size+1)
HTML(pyweb.to_html())
Out[16]:
Title
Track
Level
Lang
Speakers
Gender
1
Communicating Between Microservices
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Anton Caceres
๐จโ๐ค
2
Building a Celery alternative in Django on Kubernetes
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Alec Clowes
๐จโ๐ค
3
Porting your Python web app to serverless in 30 minutes
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Alex Casalboni
๐จโ๐ค
4
Configuration management and service discovery in a serverless world
PyWeb & DevOps
Advanced
๐ฌ๐ง
Alex Casalboni
๐จโ๐ค
5
Scrivere i primi test frontend con python? Si Puรฒ!
PyWeb & DevOps
Beginner
๐ฎ๐น
Fiorella De Luca
๐ฉโ๐ค
6
Darkweb + Python: discover, analyze and extract information from hidden services
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Jose Manuel Ortega
๐จโ๐ค
7
Growing vegetables with Python
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Christian Barra
๐จโ๐ค
8
Ravioli vs Pelmeni software architecture (microservices vs services)
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Anastasiia Tymoshchuk
๐ฉโ๐ค
9
Python Website is Slow? Think Again!
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Iskandar Setiadi
๐จโ๐ค
10
Mappe ๐บ๏ธ con GeoDjango ๐, PostGIS ๐ e Leaflet ๐
PyWeb & DevOps
Intermediate
๐ฎ๐น
Paolo Melchiorre
๐จโ๐ค
11
Asynchronous Web Development with Flask
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Miguel Grinberg
๐จโ๐ค
12
TurboGears 2.4, 10 years of redesigning a web framework
PyWeb & DevOps
Beginner
๐ฎ๐น
Alessandro Molina
๐จโ๐ค
13
Using Vault to better protect your secrets.
PyWeb & DevOps
Beginner
๐ฌ๐ง
Bryce Verdier
๐จโ๐ค
14
Immagino: un racconto di serverless e codeless (piรน o meno).
PyWeb & DevOps
Beginner
๐ฎ๐น
Christian Strappazzon
๐จโ๐ค
15
Cyber security auditing with python tools
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Jose Manuel Ortega
๐จโ๐ค
16
Quando la tua applicazione Django non va abbastanza veloce
PyWeb & DevOps
Intermediate
๐ฎ๐น
Riccardo Magliocchetti
๐จโ๐ค
17
Using OpenAPI (and Python) to standardize a Country's API Ecosystem
PyWeb & DevOps
Beginner
๐ฌ๐ง
Roberto Polli
๐จโ๐ค
18
Pipenv per la gestione delle dipendenze negli ambienti di sviluppo e di produzione
PyWeb & DevOps
Intermediate
๐ฎ๐น
Marco Santamaria
๐จโ๐ค
19
Real world Graphene - lessons learned from building a GraphQL API on top of a large Django project
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Marcin Gฤbala
๐จโ๐ค
20
Basta problemi con tensorflow usando Docker & Nvidia Docker
PyWeb & DevOps
Beginner
๐ฎ๐น
Nicola Landro
๐จโ๐ค
21
Usa lo Zen, Luke!
PyWeb & DevOps
Beginner
๐ฎ๐น
Lorenzo Mele
๐จโ๐ค
22
Web Automation con Selenium Web Driver: browser automation per i nostri progetti web
PyWeb & DevOps
Beginner
๐ฎ๐น
Gianfranco Castro
๐จโ๐ค
23
DevOps - La rivoluzione industriale nell'era dell'informazione
PyWeb & DevOps
Intermediate
๐ฎ๐น
Giovanni Cannata
๐จโ๐ค
24
Internet delle cose con Redis e django-channels
PyWeb & DevOps
Beginner
๐ฎ๐น
Mario Orlandi
๐จโ๐ค
25
Decoupling Django with Django REST (and a sprinkle of React)
PyWeb & DevOps
Beginner
๐ฌ๐ง
Valentino Gagliardi
๐จโ๐ค
26
Service discovery
PyWeb & DevOps
Beginner
๐ฎ๐น
Davide Setti
๐จโ๐ค
27
Python & Serverless: Refactor your monolith piece by piece
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Giuseppe Vallarelli
๐จโ๐ค
28
TemPy! Una alternativa al templating tradizionale usando solo Python.
PyWeb & DevOps
Beginner
๐ฎ๐น
Federico Cerchiari
๐จโ๐ค
29
From Monolith to Microservices: Design, Build, Deploy, Learn
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Elmer Thomas
๐จโ๐ค
30
Python & Serverless: Refactor your monolith piece by piece (Ita)
PyWeb & DevOps
Intermediate
๐ฎ๐น
Giuseppe Vallarelli
๐จโ๐ค
31
Introduzione a Pyramid Web Framework
PyWeb & DevOps
Beginner
๐ฎ๐น
Diego Mazzanti
๐จโ๐ค
32
Serverless or Containers?: two options to run python code in the cloud.
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Marco Pavanelli
๐จโ๐ค
33
Levers to deliver great solutions
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Christian Barra
๐จโ๐ค
34
ร facile gestire un progetto Django se sai come farlo!
PyWeb & DevOps
Intermediate
๐ฎ๐น
Raffaele Colace
๐จโ๐ค
35
Microservices at Scale
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Jordi Soucheiron
๐จโ๐ค
36
Continuous Delivery in the era of Kubernetes and OpenShift
PyWeb & DevOps
Advanced
๐ฌ๐ง
Peter Bittner
๐จโ๐ค
37
Web applications and web services arenโt secure as we think
PyWeb & DevOps
Beginner
๐ฌ๐ง
Tilak T
๐จโ๐ค
38
Python e Serverless: Cucina istantanea per proprietari di pitoni
PyWeb & DevOps
Intermediate
๐ฎ๐น
Pietro Brunetti
๐จโ๐ค
39
Deploy immutabili con Docker e infrastructure as code
PyWeb & DevOps
Intermediate
๐ฎ๐น
Paolo Ferretti
๐จโ๐ค
40
Building serverless bot like a pro
PyWeb & DevOps
Beginner
๐ฌ๐ง
Vaibhav Singh
๐จโ๐ค
41
Portiamo un pezzo di codice sul Cloud
PyWeb & DevOps
Intermediate
๐ฎ๐น
Lorenzo Mele
๐จโ๐ค
42
Analizzare Django con i raggi X
PyWeb & DevOps
Beginner
๐ฎ๐น
Martino Pizzol
๐จโ๐ค
43
Realizziamo un sistema di acquisizione dati IOT con Trueverit
PyWeb & DevOps
Advanced
๐ฎ๐น
Simone Fardella
๐จโ๐ค
44
Going Serverless with Python
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Jorge Luis Galvis Quintero
๐จโ๐ค
45
Tornado web services on asyncio
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Stefan Behnel
๐จโ๐ค
46
Serverless WebSocket con API Gateway e AWS Lambda
PyWeb & DevOps
Beginner
๐ฎ๐น
Matteo Zuccon
๐จโ๐ค
47
concurrent.futures.RpcExecutor: modern python rpc protocol
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Simone Marzola
๐จโ๐ค
48
Celery pseudoservices
PyWeb & DevOps
Intermediate
๐ฎ๐น
Simone Gasbarroni
๐จโ๐ค
49
Share Python libraries between AWS Lambda Functions & Layers and continuously deploy with Terraform
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Toshiya Doi
๐จโ๐ค
50
Serverless App Showdown: How to choose the right cloud provider
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Michelle Brenner
๐ฉโ๐ค
51
Python and Serverless - instant cooking for snakes owners
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Pietro Brunetti
๐จโ๐ค
52
Adoption of Serverless in Python
PyWeb & DevOps
Beginner
๐ฌ๐ง
Tilak T
๐จโ๐ค
53
Let's bring a piece of code on the cloud
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Lorenzo Mele
๐จโ๐ค
54
7 Deadly Sins of React
PyWeb & DevOps
Intermediate
๐ฌ๐ง
Ersel Aker
๐จโ๐ค
55
Ereditรก delle View Django: come usare le Class View
PyWeb & DevOps
Intermediate
๐ฎ๐น
Matteo Scarpa
๐จโ๐ค
56
MySQL HA cosi facile?... รจ pazzesco!
PyWeb & DevOps
Beginner
๐ฎ๐น
Frรฉdรฉric Descamps
๐จโ๐ค
57
G3W-Suite, una suite dedicata alla pubblicazione su web di progetti cartografici e alla loro gestion
PyWeb & DevOps
Beginner
๐ฎ๐น
Walter Lorenzetti
๐จโ๐ค
58
Editing di Django models nel front-end
PyWeb & DevOps
Beginner
๐ฎ๐น
Mario Orlandi
๐จโ๐ค
59
MySQL HA do easy that's insane !
PyWeb & DevOps
Beginner
๐ฌ๐ง
Frรฉdรฉric Descamps
๐จโ๐ค
Inย [17]:
print('Number of Talks Proposed: ', pyweb.index.size, end='\n\n')
print('Language of Talks Proposed: ')
print(pyweb.Lang.value_counts(), end='\n\n')
print('Levels of Talks Proposed: ')
print(pyweb.Level.value_counts())
Number of Talks Proposed: 59
Language of Talks Proposed:
๐ฌ๐ง 32
๐ฎ๐น 27
Name: Lang, dtype: int64
Levels of Talks Proposed:
Intermediate 34
Beginner 22
Advanced 3
Name: Level, dtype: int64
Inย [18]:
pydb = talks[talks['Track'].values == 'PyDatabase']
pydb.index = np.arange(1, pydb.index.size+1)
HTML(pydb.to_html())
Out[18]:
Title
Track
Level
Lang
Speakers
Gender
1
Traversing the land of graph computing and databases
PyDatabase
Beginner
๐ฌ๐ง
Akash Tandon
๐จโ๐ค
2
Choosing the right (managed) database in 2019
PyDatabase
Beginner
๐ฎ๐น
Alex Casalboni
๐จโ๐ค
3
How Far Can You Stretch Your Elasticsearch?
PyDatabase
Beginner
๐ฌ๐ง
Nikolay Vasiliev
๐จโ๐ค
4
Building Python Applications with MongoDB
PyDatabase
Intermediate
๐ฌ๐ง
Joe Drumgoole
๐จโ๐ค
5
PostgreSQL on the kube
PyDatabase
Beginner
๐ฎ๐น
Marco Nenciarini
๐จโ๐ค
6
Applicazioni veloci per desktop - Tabelle/Maschere/Tab/Estrazioni in pochi click
PyDatabase
Beginner
๐ฎ๐น
Marco Muratore
๐จโ๐ค
7
Python and the MySQL 8.0 Document Store
PyDatabase
Beginner
๐ฌ๐ง
Frรฉdรฉric Descamps
๐จโ๐ค
8
Python e MySQL 8.0 Document Store
PyDatabase
Beginner
๐ฎ๐น
Frรฉdรฉric Descamps
๐จโ๐ค
9
Python and MongoDB with Ming
PyDatabase
Beginner
๐ฌ๐ง
Walter Danilo Galante
๐จโ๐ค
10
La sicurezza dei database MySQL (con speciale attenzione alla GDPR)
PyDatabase
Beginner
๐ฎ๐น
Marco Carlessi
๐จโ๐ค
11
MySQL e le architetture a micro servizi
PyDatabase
Beginner
๐ฎ๐น
Marco Carlessi
๐จโ๐ค
12
Python e MongoDB con Ming
PyDatabase
Beginner
๐ฎ๐น
Walter Danilo Galante
๐จโ๐ค
13
MySQL Shell : the best DBA tool ? - How to use the MySQL Shell as a Python framework for DBAs
PyDatabase
Beginner
๐ฌ๐ง
Frรฉdรฉric Descamps
๐จโ๐ค
14
MySQL and micro service architectures
PyDatabase
Beginner
๐ฌ๐ง
Marco Carlessi
๐จโ๐ค
15
Security for MySQL database (and GDPR)
PyDatabase
Beginner
๐ฌ๐ง
Marco Carlessi
๐จโ๐ค
Inย [19]:
print('Number of Talks Proposed: ', pydb.index.size, end='\n\n')
print('Language of Talks Proposed: ')
print(pydb.Lang.value_counts(), end='\n\n')
print('Levels of Talks Proposed: ')
print(pydb.Level.value_counts())
Number of Talks Proposed: 15
Language of Talks Proposed:
๐ฌ๐ง 8
๐ฎ๐น 7
Name: Lang, dtype: int64
Levels of Talks Proposed:
Beginner 14
Intermediate 1
Name: Level, dtype: int64
Inย [20]:
pybusiness = talks[talks['Track'].values == 'PyBusiness']
pybusiness.index = np.arange(1, pybusiness.index.size+1)
HTML(pybusiness.to_html())
Out[20]:
Title
Track
Level
Lang
Speakers
Gender
1
Python on IoT devices thanks to Mbed Linux OS
PyBusiness
Beginner
๐ฌ๐ง
Diego Russo
๐จโ๐ค
2
What Football Captains and Tribal Chieftans Can Teach Us About Leading Software Teams
PyBusiness
Beginner
๐ฌ๐ง
Ahmad Alhour
๐จโ๐ค
3
Python to transform businesses and lives
PyBusiness
Beginner
๐ฌ๐ง
Aashi Narula
๐ฉโ๐ค
4
Quality:The Best Business Plan
PyBusiness
Intermediate
๐ฌ๐ง
Anubha Maneshwar
๐ฉโ๐ค
5
Mr.AUTOCLICK
PyBusiness
Advanced
๐ฎ๐น
Cristiano Borotto
๐จโ๐ค
6
Genropy e lo storage di file in cloud
PyBusiness
Beginner
๐ฎ๐น
Francesco Porcari
๐จโ๐ค
7
La fatturazione elettronica con Erpy.
PyBusiness
Beginner
๐ฎ๐น
Giovanni Porcari
๐จโ๐ค
8
Ticket e task in Erpy
PyBusiness
Beginner
๐ฎ๐น
Francesco Porcari
๐จโ๐ค
9
How to build and e-commerce website with Odoo
PyBusiness
Beginner
๐ฌ๐ง
Davide Corio
๐จโ๐ค
10
Costruire un sito e-commerce con Odoo
PyBusiness
Beginner
๐ฎ๐น
Davide Corio
๐จโ๐ค
Inย [21]:
print('Number of Talks Proposed: ', pybusiness.index.size, end='\n\n')
print('Language of Talks Proposed: ')
print(pybusiness.Lang.value_counts(), end='\n\n')
print('Levels of Talks Proposed: ')
print(pybusiness.Level.value_counts())
Number of Talks Proposed: 10
Language of Talks Proposed:
๐ฌ๐ง 5
๐ฎ๐น 5
Name: Lang, dtype: int64
Levels of Talks Proposed:
Beginner 8
Advanced 1
Intermediate 1
Name: Level, dtype: int64
Content source: leriomaggio/pycon7-community-voting
Similar notebooks: