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@leriomaggio
Last active February 10, 2019 05:37
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PyConX Conference Talks Ranking
import pandas as pd
import numpy as np
from IPython.display import HTML 

Community Voting Results

Absolute Ranking

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())
Type Title Track Level Lang Speakers Gender
1 Talk Python Standard Library, the hidden gems Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Alessandro Molina ๐Ÿ‘จโ€๐ŸŽค
2 Talk A practical guide towards explainability and bias evaluation in machine learning PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Alejandro Saucedo ๐Ÿ‘จโ€๐ŸŽค
3 Talk Please tell me why?! Explaining Machine Learning predictions in Python with Shap PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Alessio Guerrieri ๐Ÿ‘จโ€๐ŸŽค
4 Talk Predicting Human Activity using Time Series Analysis PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Akul Mehra ๐Ÿ‘จโ€๐ŸŽค
5 Talk Deep learning: the final frontier for time series analysis and signal processing? PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Alexandr Honchar ๐Ÿ‘จโ€๐ŸŽค
6 Talk Dimmi perchรจ?! Spiegare modelli Machine Learning in Python con Shap PyData Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Alessio Guerrieri ๐Ÿ‘จโ€๐ŸŽค
7 Training PyTorch from the ground up PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Alessandro Re ๐Ÿ‘จโ€๐ŸŽค
8 Talk Meet dask and distributed: the unsung heroes of Python scientific data ecosystem. PyData Advanced ๐Ÿ‡ฌ๐Ÿ‡ง Alessandro Amici ๐Ÿ‘จโ€๐ŸŽค
9 Talk Uno sguardo alle Dataclasses: quando una namedtuple non basta Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Alessandro Cucci ๐Ÿ‘จโ€๐ŸŽค
10 Talk Demystifying Network Science with Python PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Avneet Kaur ๐Ÿ‘ฉโ€๐ŸŽค
11 Talk Sviluppare per Alexa in Python Python & Friends Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Alberto Anceschi ๐Ÿ‘จโ€๐ŸŽค
12 Talk Deep Learning with PyTorch for Fun and Profit (Part III / Italian Edition: Divina Commedia) PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Alexander Hendorf ๐Ÿ‘จโ€๐ŸŽค
13 Talk Deep learning the Bayesian way. Moving towards safer AI ! PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Ayush Kumar Singh ๐Ÿ‘จโ€๐ŸŽค
14 Talk Hearing Colours and Seeing Sounds using Python PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Aakanksha Chouhan ๐Ÿ‘ฉโ€๐ŸŽค
15 Talk Communicating Between Microservices PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Anton Caceres ๐Ÿ‘จโ€๐ŸŽค
16 Talk Kubeflow: portable and scalable machine learning on top of Kubernetes PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Akash Tandon ๐Ÿ‘จโ€๐ŸŽค
17 Talk Traversing the land of graph computing and databases PyDatabase Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Akash Tandon ๐Ÿ‘จโ€๐ŸŽค
18 Talk Algoritmo di Routing Multi-Obiettivo di Veicoli Elettrici con vincoli di ricarica lungo il percorso Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Alessandro Betti ๐Ÿ‘จโ€๐ŸŽค
19 Talk Building a Celery alternative in Django on Kubernetes PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Alec Clowes ๐Ÿ‘จโ€๐ŸŽค
20 Talk A Worked Intro to Scikit-learn PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Anders Bogsnes ๐Ÿ‘จโ€๐ŸŽค
21 Talk Machine learning approaches for road scene video analysis PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Andrea Benericetti ๐Ÿ‘จโ€๐ŸŽค
22 Talk Text Extraction from PDFs made Easy PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Aakriti Jain ๐Ÿ‘ฉโ€๐ŸŽค
23 Talk Sharing is Caring! - how to free the CPU from message passing hell - shared memory saved the day Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Andrei Neagu ๐Ÿ‘จโ€๐ŸŽค
24 Talk Architectures for the real world: retina U-nets, prototypical networks and VA-GANs in PyTorch PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Alessandro Re ๐Ÿ‘จโ€๐ŸŽค
25 Talk An insight into Python Garbage Collection Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Fabio Falzoi ๐Ÿ‘จโ€๐ŸŽค
26 Training Kubernetes 101 for Python Developer PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Christian Barra ๐Ÿ‘จโ€๐ŸŽค
27 Talk Understanding Caching in Python Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Chirag Shah ๐Ÿ‘จโ€๐ŸŽค
28 Talk Spotting Sharks with the TensorFlow Object Detection API PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Andrew Carter ๐Ÿ‘จโ€๐ŸŽค
29 Talk Porting your Python web app to serverless in 30 minutes PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Alex Casalboni ๐Ÿ‘จโ€๐ŸŽค
30 Talk Choosing the right (managed) database in 2019 PyDatabase Beginner ๐Ÿ‡ฎ๐Ÿ‡น Alex Casalboni ๐Ÿ‘จโ€๐ŸŽค
31 Talk Defence Against the Dark Arts: Adversarial ML PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Amit Kushwaha ๐Ÿ‘จโ€๐ŸŽค
32 Talk AI and algorithmic art PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Cheuk Ho ๐Ÿ‘ฉโ€๐ŸŽค
33 Talk Understanding multithreading by deciphering the cpython interpreter source code. Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Chirag Shah ๐Ÿ‘จโ€๐ŸŽค
34 Talk How to help an international organisation transitioning to Python. PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Alessandro Amici ๐Ÿ‘จโ€๐ŸŽค
35 Talk What's trending this month? PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Alisha Aneja ๐Ÿ‘ฉโ€๐ŸŽค
36 Talk Thinking functionally: Introduction to FP in Python Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Alisha Aneja ๐Ÿ‘ฉโ€๐ŸŽค
37 Talk How to write a JIT compiler in 30 minutes Python & Friends Advanced ๐Ÿ‡ฌ๐Ÿ‡ง Antonio Cuni ๐Ÿ‘จโ€๐ŸŽค
38 Talk Good features beat algorithms PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Pietro Mascolo ๐Ÿ‘จโ€๐ŸŽค
39 Talk Understanding how a malware works using Python Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Yan Orestes ๐Ÿ‘จโ€๐ŸŽค
40 Talk Adaptive Online Geospatial Machine Learning PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Breno Freitas ๐Ÿ‘จโ€๐ŸŽค
41 Talk Configuration management and service discovery in a serverless world PyWeb & DevOps Advanced ๐Ÿ‡ฌ๐Ÿ‡ง Alex Casalboni ๐Ÿ‘จโ€๐ŸŽค
42 Talk TensorFlow 2.0: the Good and the Bad PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Michele De Simoni ๐Ÿ‘จโ€๐ŸŽค
43 Talk Python and Elasticsearch: An introduction PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Fabio Falzoi ๐Ÿ‘จโ€๐ŸŽค
44 Talk Scrivere i primi test frontend con python? Si Puรฒ! PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Fiorella De Luca ๐Ÿ‘ฉโ€๐ŸŽค
45 Talk Doing data science in the real world- Not the usual fairy tale ! PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Daniel Ajisafe ๐Ÿ‘จโ€๐ŸŽค
46 Training Geospatial analysis with Python PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Francesco Bruni ๐Ÿ‘จโ€๐ŸŽค
47 Talk Darkweb + Python: discover, analyze and extract information from hidden services PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Jose Manuel Ortega ๐Ÿ‘จโ€๐ŸŽค
48 Talk Introduction to deep learning for computer vision PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Daniel Ajisafe ๐Ÿ‘จโ€๐ŸŽค
49 Talk Clean architectures in Python: why, what, how Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Leonardo Giordani ๐Ÿ‘จโ€๐ŸŽค
50 Talk Clean architectures in Python: perchรฉ, cosa, come Python & Friends Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Leonardo Giordani ๐Ÿ‘จโ€๐ŸŽค
51 Talk Growing vegetables with Python PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Christian Barra ๐Ÿ‘จโ€๐ŸŽค
52 Talk Ravioli vs Pelmeni software architecture (microservices vs services) PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Anastasiia Tymoshchuk ๐Ÿ‘ฉโ€๐ŸŽค
53 Training TDD in Python with pytest Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Leonardo Giordani ๐Ÿ‘จโ€๐ŸŽค
54 Training Creare una Dashboard con Flask e Vue.js PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Gianfranco Castro ๐Ÿ‘จโ€๐ŸŽค
55 Training But I never wanted to do DevOps! PyWeb & DevOps Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Daniele Procida ๐Ÿ‘จโ€๐ŸŽค
56 Talk You don't need n dimensions when you have pandas PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Pietro Battiston ๐Ÿ‘จโ€๐ŸŽค
57 Talk Refactoring con i test in Python: un esempio pratico Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Leonardo Giordani ๐Ÿ‘จโ€๐ŸŽค
58 Talk Deepfake: usare il deep learning per sostituire i volti PyData Intermediate ๐Ÿ‡ฎ๐Ÿ‡น David Santucci ๐Ÿ‘จโ€๐ŸŽค
59 Talk Python Website is Slow? Think Again! PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Iskandar Setiadi ๐Ÿ‘จโ€๐ŸŽค
60 Talk Chatbot from zero to hero PyData Beginner ๐Ÿ‡ฎ๐Ÿ‡น Gianluca Carucci,Fabrizio Romano ๐Ÿ‘จโ€๐ŸŽค+๐Ÿ‘จโ€๐ŸŽค
61 Training Human Mobility Analysis: from the theory to the practice PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Luca Pappalardo ๐Ÿ‘จโ€๐ŸŽค
62 Talk Mappe ๐Ÿ—บ๏ธ con GeoDjango ๐ŸŒŽ, PostGIS ๐Ÿ˜ e Leaflet ๐Ÿƒ PyWeb & DevOps Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Paolo Melchiorre ๐Ÿ‘จโ€๐ŸŽค
63 Talk Pandas ecosystem 2019 PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Marc Garcia ๐Ÿ‘จโ€๐ŸŽค
64 Talk Modern gold mining: Leveraging Deep Learning to predict GMV for 100k+ shops PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Breno Freitas ๐Ÿ‘จโ€๐ŸŽค
65 Talk Asynchronous Web Development with Flask PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Miguel Grinberg ๐Ÿ‘จโ€๐ŸŽค
66 Talk 26 librerie in 40 minuti Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Danilo Abbasciano ๐Ÿ‘จโ€๐ŸŽค
67 Talk Learning new words in English using Python PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Anuj Menta ๐Ÿ‘จโ€๐ŸŽค
68 Talk TurboGears 2.4, 10 years of redesigning a web framework PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Alessandro Molina ๐Ÿ‘จโ€๐ŸŽค
69 Talk #STOPCODING. Alziamo le mani dalla tastiera e iniziamo a capire e risolvere i problemi! Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Gabriele Giaccari ๐Ÿ‘จโ€๐ŸŽค
70 Talk TDD in Python con pytest Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Leonardo Giordani ๐Ÿ‘จโ€๐ŸŽค
71 Training Playing with Data by using of Python, Pandas PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Abhijeet Mote ๐Ÿ‘จโ€๐ŸŽค
72 Training Securing a Python applications PyWeb & DevOps Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Tilak T ๐Ÿ‘จโ€๐ŸŽค
73 Talk Using Vault to better protect your secrets. PyWeb & DevOps Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Bryce Verdier ๐Ÿ‘จโ€๐ŸŽค
74 Talk Say No to the Dependency Hell: Proper Management of Software Dependencies Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Ivan Pashchenko ๐Ÿ‘จโ€๐ŸŽค
75 Talk Immagino: un racconto di serverless e codeless (piรน o meno). PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Christian Strappazzon ๐Ÿ‘จโ€๐ŸŽค
76 Talk Good code documents itself and other lies Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Tania Allard ๐Ÿ‘ฉโ€๐ŸŽค
77 Talk Forecasting and observing Airfare trends using Python and Neural Networks PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Anuj Menta ๐Ÿ‘จโ€๐ŸŽค
78 Talk Python on IoT devices thanks to Mbed Linux OS PyBusiness Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Diego Russo ๐Ÿ‘จโ€๐ŸŽค
79 Talk Get native with Cython Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Stefan Behnel ๐Ÿ‘จโ€๐ŸŽค
80 Talk Let the AI Do the Talk: Adventures with Natural Language Generation PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Marco Bonzanini ๐Ÿ‘จโ€๐ŸŽค
81 Talk Probabilistic Programming and Bayesian Deep Learning PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Sandeep Saurabh ๐Ÿ‘จโ€๐ŸŽค
82 Talk Using Python to create political acts Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Felipe Cabral ๐Ÿ‘จโ€๐ŸŽค
83 Talk Non ti servono n dimensioni quando hai pandas PyData Beginner ๐Ÿ‡ฎ๐Ÿ‡น Pietro Battiston ๐Ÿ‘จโ€๐ŸŽค
84 Talk NLP researchers on language modelling : What do they know? Do they know things? Let's find out! PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Arnav Arora ๐Ÿ‘จโ€๐ŸŽค
85 Talk Using Python and machine learning to detect the replay of memories in the hippocampus PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Pietro Marchesi ๐Ÿ‘จโ€๐ŸŽค
86 Talk Letโ€™s talk about MLOps PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Christian Barra ๐Ÿ‘จโ€๐ŸŽค
87 Talk Machine learning workflow con Apache Airflow PyData Beginner ๐Ÿ‡ฎ๐Ÿ‡น Claudio Masolo ๐Ÿ‘จโ€๐ŸŽค
88 Talk What Football Captains and Tribal Chieftans Can Teach Us About Leading Software Teams PyBusiness Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Ahmad Alhour ๐Ÿ‘จโ€๐ŸŽค
89 Talk Data analysis in Python - come in, don't get lost PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Pietro Battiston ๐Ÿ‘จโ€๐ŸŽค
90 Talk Analisi di dati in Python - ti serve una cartina? PyData Beginner ๐Ÿ‡ฎ๐Ÿ‡น Pietro Battiston ๐Ÿ‘จโ€๐ŸŽค
91 Talk Ternary CPUs: how they work and how Python helps designing one Python & Friends Advanced ๐Ÿ‡ฌ๐Ÿ‡ง Cesare Di Mauro ๐Ÿ‘จโ€๐ŸŽค
92 Talk Robust and charming dataviz with RainCloud Plots PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Davide Poggiali ๐Ÿ‘จโ€๐ŸŽค
93 Talk Cyber security auditing with python tools PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Jose Manuel Ortega ๐Ÿ‘จโ€๐ŸŽค
94 Talk Matematica e fisica al liceo con Python e Jupyter PyData Beginner ๐Ÿ‡ฎ๐Ÿ‡น Davide Passaro ๐Ÿ‘จโ€๐ŸŽค
95 Talk Does rain cause traffic delays? Weather and geophysical processing for data scientists. PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Michael Salib ๐Ÿ‘จโ€๐ŸŽค
96 Talk Quando la tua applicazione Django non va abbastanza veloce PyWeb & DevOps Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Riccardo Magliocchetti ๐Ÿ‘จโ€๐ŸŽค
97 Talk Machine Learning behind chatbots PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Bhavani Ravi ๐Ÿ‘ฉโ€๐ŸŽค
98 Talk My way. Story of resistance: Python vs PHP Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Anastasiia Tymoshchuk ๐Ÿ‘ฉโ€๐ŸŽค
99 Talk Introduction to Face Processing with Computer Vision PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Gabriel Bianconi ๐Ÿ‘จโ€๐ŸŽค
100 Talk Using OpenAPI (and Python) to standardize a Country's API Ecosystem PyWeb & DevOps Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Roberto Polli ๐Ÿ‘จโ€๐ŸŽค
101 Talk Importing anything from anywhere Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Hrvoje Gazibara ๐Ÿ‘จโ€๐ŸŽค
102 Talk Pipenv per la gestione delle dipendenze negli ambienti di sviluppo e di produzione PyWeb & DevOps Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Marco Santamaria ๐Ÿ‘จโ€๐ŸŽค
103 Talk A primer on manifold dimensionality reduction techniques PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Pietro Mascolo ๐Ÿ‘จโ€๐ŸŽค
104 Talk Extracting tabular data from PDFs with Camelot & Excalibur PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Vinayak Mehta ๐Ÿ‘จโ€๐ŸŽค
105 Talk Real world Graphene - lessons learned from building a GraphQL API on top of a large Django project PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Marcin Gฤ™bala ๐Ÿ‘จโ€๐ŸŽค
106 Training How to learn the world in Keras PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Prakhar Srivastava ๐Ÿ‘จโ€๐ŸŽค
107 Talk Basta problemi con tensorflow usando Docker & Nvidia Docker PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Nicola Landro ๐Ÿ‘จโ€๐ŸŽค
108 Talk MACHINE LEARNING FOR INVENTORY MANAGEMENT PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Laura De Stefanis ๐Ÿ‘ฉโ€๐ŸŽค
109 Talk How Far Can You Stretch Your Elasticsearch? PyDatabase Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Nikolay Vasiliev ๐Ÿ‘จโ€๐ŸŽค
110 Talk Usa lo Zen, Luke! PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Lorenzo Mele ๐Ÿ‘จโ€๐ŸŽค
111 Talk Web Automation con Selenium Web Driver: browser automation per i nostri progetti web PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Gianfranco Castro ๐Ÿ‘จโ€๐ŸŽค
112 Talk Deep Learning in Python: Image Recognition for Anime Characters PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Iskandar Setiadi ๐Ÿ‘จโ€๐ŸŽค
113 Talk Plot at first sight! PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Fabrizio Ruffini ๐Ÿ‘จโ€๐ŸŽค
114 Talk What is your Machine learning test score? PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Tania Allard ๐Ÿ‘ฉโ€๐ŸŽค
115 Training Dive into Object-oriented Python Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Leonardo Giordani ๐Ÿ‘จโ€๐ŸŽค
116 Talk Building Python Applications with MongoDB PyDatabase Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Joe Drumgoole ๐Ÿ‘จโ€๐ŸŽค
117 Training Deep Diving into GANs: form theory to production PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Michele De Simoni ๐Ÿ‘จโ€๐ŸŽค
118 Talk Object detection and Human recognition with YOLO in Python PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Kajal Puri ๐Ÿ‘ฉโ€๐ŸŽค
119 Talk Apprendimento permanente e futuro dell'istruzione superiore: il caso OMSCS Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Alan Franzoni ๐Ÿ‘จโ€๐ŸŽค
120 Talk Flying Python: How to control your drone with Python, a Raspberry Pi and a lot of tape! Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Franco Minucci ๐Ÿ‘จโ€๐ŸŽค
121 Talk Looking through the window of the Azerbaijani Laundromat PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Martin Ruskov ๐Ÿ‘จโ€๐ŸŽค
122 Talk DevOps - La rivoluzione industriale nell'era dell'informazione PyWeb & DevOps Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Giovanni Cannata ๐Ÿ‘จโ€๐ŸŽค
123 Talk Internet delle cose con Redis e django-channels PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Mario Orlandi ๐Ÿ‘จโ€๐ŸŽค
124 Talk Advanced test patterns with pytest Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Massimiliano Pippi ๐Ÿ‘จโ€๐ŸŽค
125 Talk Image Classification using Deep Learning (Capsule Networks) PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Sandeep Saurabh ๐Ÿ‘จโ€๐ŸŽค
126 Talk Decoupling Django with Django REST (and a sprinkle of React) PyWeb & DevOps Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Valentino Gagliardi ๐Ÿ‘จโ€๐ŸŽค
127 Talk Multi-modal classification with PyTorch PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Jennifer Seale ๐Ÿ‘ฉโ€๐ŸŽค
128 Talk Building world-class data processing pipelines using Apache Airflow PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Hrvoje Gazibara ๐Ÿ‘จโ€๐ŸŽค
129 Talk CalcoloGrafia: riconoscimento ed esecuzione di calcoli scritti a mano PyData Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Omar Rampado ๐Ÿ‘จโ€๐ŸŽค
130 Talk Service discovery PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Davide Setti ๐Ÿ‘จโ€๐ŸŽค
131 Talk Deep Learning for brain MRI segmentation: Big Data, AI and HPC meet together PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Giuseppe Di Bernardo ๐Ÿ‘จโ€๐ŸŽค
132 Talk Python to transform businesses and lives PyBusiness Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Aashi Narula ๐Ÿ‘ฉโ€๐ŸŽค
133 Talk Python & Serverless: Refactor your monolith piece by piece PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Giuseppe Vallarelli ๐Ÿ‘จโ€๐ŸŽค
134 Talk Documentation in practice Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Daniele Procida ๐Ÿ‘จโ€๐ŸŽค
135 Talk The world's simplest, cheapest plotter Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Daniele Procida ๐Ÿ‘จโ€๐ŸŽค
136 Talk Py2Nim: compiling Python to idiomatic code in statically typed languages Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Alexander Ivanov ๐Ÿ‘จโ€๐ŸŽค
137 Talk TemPy! Una alternativa al templating tradizionale usando solo Python. PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Federico Cerchiari ๐Ÿ‘จโ€๐ŸŽค
138 Talk Perceiving Python Programming Paradigms Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Jigyasa Grover ๐Ÿ‘ฉโ€๐ŸŽค
139 Talk Quality:The Best Business Plan PyBusiness Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Anubha Maneshwar ๐Ÿ‘ฉโ€๐ŸŽค
140 Talk Text Summarisation made fun! PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Harshdeep Singh ๐Ÿ‘จโ€๐ŸŽค
141 Talk Hippo: Framework di testing basato su scikit-learn PyData Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Thomas Bridi ๐Ÿ‘จโ€๐ŸŽค
142 Talk From Monolith to Microservices: Design, Build, Deploy, Learn PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Elmer Thomas ๐Ÿ‘จโ€๐ŸŽค
143 Talk Python & Serverless: Refactor your monolith piece by piece (Ita) PyWeb & DevOps Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Giuseppe Vallarelli ๐Ÿ‘จโ€๐ŸŽค
144 Talk AbracaGAN: introduction to the almost magical world of GANs PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Michele De Simoni ๐Ÿ‘จโ€๐ŸŽค
145 Talk Generative models - Building algorithms capable of imagination PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Prakhar Srivastava ๐Ÿ‘จโ€๐ŸŽค
146 Talk Association Rules Mining Using Python Generators and Pandas to Handle Large Datasets PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Pacham Pacham Sri Srinivasan ๐Ÿ‘จโ€๐ŸŽค
147 Talk Stereotypes, Role Models & Learning to Code Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Cat Lamin ๐Ÿ‘ฉโ€๐ŸŽค
148 Talk Do more with Twitter data: Understanding the people behind the Tweet PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Karishma Babbar ๐Ÿ‘ฉโ€๐ŸŽค
149 Training BigData e Apache Spark PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Domenico Gioia ๐Ÿ‘จโ€๐ŸŽค
150 Talk Introduzione a Pyramid Web Framework PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Diego Mazzanti ๐Ÿ‘จโ€๐ŸŽค
151 Talk Everything your model doesn't know PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Simone Scardapane ๐Ÿ‘จโ€๐ŸŽค
152 Talk Serverless or Containers?: two options to run python code in the cloud. PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Marco Pavanelli ๐Ÿ‘จโ€๐ŸŽค
153 Talk How to build a pizza-bot and chat with him to order your custom Capricciosa Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง David Santucci ๐Ÿ‘จโ€๐ŸŽค
154 Talk Open Notebook Science: Ricerca libera e riproducibile con Python PyData Beginner ๐Ÿ‡ฎ๐Ÿ‡น Marco Scarselli ๐Ÿ‘จโ€๐ŸŽค
155 Training Object Oriented Programming in Python Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Lakshmi Boggaram ๐Ÿ‘ฉโ€๐ŸŽค
156 Talk Flying Python: Controlla il tuo drone con Python, un Raspberry Pi e tanto nastro adesivo! Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Franco Minucci ๐Ÿ‘จโ€๐ŸŽค
157 Talk Work smarter, not harder: task automation with Pyinvoke Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Massimiliano Pippi ๐Ÿ‘จโ€๐ŸŽค
158 Talk Beyond Paradigms: key features for better Python Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Luciano Ramalho ๐Ÿ‘จโ€๐ŸŽค
159 Talk Beating the bookies in football โ€“ predicting matches with Machine Learning PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Michaล‚ Gรณrnik ๐Ÿ‘จโ€๐ŸŽค
160 Talk Developing Natural Language Processing Applications using Python PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Saloni Garg ๐Ÿ‘ฉโ€๐ŸŽค
161 Talk A Tour of the Python Standard Libaray Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Niklas Meinzer ๐Ÿ‘จโ€๐ŸŽค
162 Talk Building a Data Pipeline with Observability in Mind PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Jiaqi Liu ๐Ÿ‘ฉโ€๐ŸŽค
163 Talk Bitcoin 101 con Python Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Mirko Bonasorte ๐Ÿ‘จโ€๐ŸŽค
164 Talk One formula, many molecules: using metaheuristics and Python to run molecular simulations. PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Giordano Mancini ๐Ÿ‘จโ€๐ŸŽค
165 Talk PostgreSQL on the kube PyDatabase Beginner ๐Ÿ‡ฎ๐Ÿ‡น Marco Nenciarini ๐Ÿ‘จโ€๐ŸŽค
166 Talk How to write 15 tests in 15 minutes Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Suryansh Tibarewal ๐Ÿ‘จโ€๐ŸŽค
167 Talk Levers to deliver great solutions PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Christian Barra ๐Ÿ‘จโ€๐ŸŽค
168 Talk Identification of anomalous shutdown in Vehicle Tracking Units: a practical machine learning problem PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Luca Bravi ๐Ÿ‘จโ€๐ŸŽค
169 Talk รˆ facile gestire un progetto Django se sai come farlo! PyWeb & DevOps Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Raffaele Colace ๐Ÿ‘จโ€๐ŸŽค
170 Training Dive into Object-oriented Python Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Leonardo Giordani ๐Ÿ‘จโ€๐ŸŽค
171 Talk Bayesian Modeling and MCMC sampling with PyMC3 PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Shreya Khurana ๐Ÿ‘ฉโ€๐ŸŽค
172 Talk Build text classification models ( CBOW and Skip-gram) with FastText in python PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Kajal Puri ๐Ÿ‘ฉโ€๐ŸŽค
173 Training Get started with asyncio and Tornado web services PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Stefan Behnel ๐Ÿ‘จโ€๐ŸŽค
174 Talk Let's predict the weather! Building a real time global rain forecaster. PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Michael Salib ๐Ÿ‘จโ€๐ŸŽค
175 Talk pyCAIR: Content Aware Image Resizing in Python Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Chirag Shah ๐Ÿ‘จโ€๐ŸŽค
176 Talk BigData e Apache Cassandra PyData Beginner ๐Ÿ‡ฎ๐Ÿ‡น Domenico Gioia ๐Ÿ‘จโ€๐ŸŽค
177 Talk Microservices at Scale PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Jordi Soucheiron ๐Ÿ‘จโ€๐ŸŽค
178 Talk Continuous Delivery in the era of Kubernetes and OpenShift PyWeb & DevOps Advanced ๐Ÿ‡ฌ๐Ÿ‡ง Peter Bittner ๐Ÿ‘จโ€๐ŸŽค
179 Talk Escaping the hell of the None type checking Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Kendrick Tan ๐Ÿ‘จโ€๐ŸŽค
180 Talk A zero to Hero training on Text Mining and NLP PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Navid Nobani ๐Ÿ‘จโ€๐ŸŽค
181 Talk Web applications and web services arenโ€™t secure as we think PyWeb & DevOps Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Tilak T ๐Ÿ‘จโ€๐ŸŽค
182 Talk Scatole e pacchetti - Un solo modo ovvio per farli? Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Pietro Brunetti ๐Ÿ‘จโ€๐ŸŽค
183 Talk Python e Serverless: Cucina istantanea per proprietari di pitoni PyWeb & DevOps Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Pietro Brunetti ๐Ÿ‘จโ€๐ŸŽค
184 Talk Deploy immutabili con Docker e infrastructure as code PyWeb & DevOps Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Paolo Ferretti ๐Ÿ‘จโ€๐ŸŽค
185 Talk Set Practice: learning from Python's set types Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Luciano Ramalho ๐Ÿ‘จโ€๐ŸŽค
186 Talk Analyzing geospatial data using geopandas PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Marvin Bensch ๐Ÿ‘จโ€๐ŸŽค
187 Talk Sviluppare una data strategy in una start-up PyData Beginner ๐Ÿ‡ฎ๐Ÿ‡น Pietro Mascolo ๐Ÿ‘จโ€๐ŸŽค
188 Talk Refactoring with tests in Python: a practical example Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Leonardo Giordani ๐Ÿ‘จโ€๐ŸŽค
189 Talk Non e' una DataViz per vecchi Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Fabrizio Ruffini ๐Ÿ‘จโ€๐ŸŽค
190 Training Reincarnating Shakespeare with Recurrent Neural Networks PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Vaibhav Srivastava ๐Ÿ‘จโ€๐ŸŽค
191 Talk Demystifying Natural Language Processing using Python (Scikit-Learn/ Keras) PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Vaibhav Srivastava ๐Ÿ‘จโ€๐ŸŽค
192 Talk Learning to drive with deep neural networks PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Leonardo Sarti ๐Ÿ‘จโ€๐ŸŽค
193 Talk Building serverless bot like a pro PyWeb & DevOps Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Vaibhav Singh ๐Ÿ‘จโ€๐ŸŽค
194 Talk An Introduction to Meta-Development Tasks for Releasing Open Source Python Packages Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Susam Pal ๐Ÿ‘จโ€๐ŸŽค
195 Talk Sviluppo di interfacce grafiche con wxPython Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Roberto Pancaldi ๐Ÿ‘จโ€๐ŸŽค
196 Talk Mr.AUTOCLICK PyBusiness Advanced ๐Ÿ‡ฎ๐Ÿ‡น Cristiano Borotto ๐Ÿ‘จโ€๐ŸŽค
197 Talk Using PuLP for Optimizing Train Scheduling for Indian Railways Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Chetan Chauhan ๐Ÿ‘จโ€๐ŸŽค
198 Talk RedisAI PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Luca Antiga ๐Ÿ‘จโ€๐ŸŽค
199 Talk Portiamo un pezzo di codice sul Cloud PyWeb & DevOps Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Lorenzo Mele ๐Ÿ‘จโ€๐ŸŽค
200 Talk Protecting Privacy and Security โ€” For Yourself and Your Community Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Justin Mayer ๐Ÿ‘จโ€๐ŸŽค
201 Talk Analizzare Django con i raggi X PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Martino Pizzol ๐Ÿ‘จโ€๐ŸŽค
202 Talk openvas_lib: eseguire scansioni di vulnerabilitร  con python Python & Friends Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Loredana Sideri ๐Ÿ‘ฉโ€๐ŸŽค
203 Talk Realizziamo un sistema di acquisizione dati IOT con Trueverit PyWeb & DevOps Advanced ๐Ÿ‡ฎ๐Ÿ‡น Simone Fardella ๐Ÿ‘จโ€๐ŸŽค
204 Talk Diagrammi phi-delta: implementazione di un tool visivo per sistemi di Machine Learning PyData Advanced ๐Ÿ‡ฎ๐Ÿ‡น Giuliano Armano ๐Ÿ‘จโ€๐ŸŽค
205 Talk The art of building a sophisticated psychologist with Python PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Harshinee Sriram ๐Ÿ‘ฉโ€๐ŸŽค
206 Talk TFW your country is funding Open Source development Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Riccardo Magliocchetti ๐Ÿ‘จโ€๐ŸŽค
207 Talk Dummies guide to Spark (using Python)! PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Harshdeep Singh ๐Ÿ‘จโ€๐ŸŽค
208 Training Developing for Voice User Interfaces PyWeb & DevOps Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Suryansh Tibarewal ๐Ÿ‘จโ€๐ŸŽค
209 Talk Going Serverless with Python PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Jorge Luis Galvis Quintero ๐Ÿ‘จโ€๐ŸŽค
210 Talk Applicazioni veloci per desktop - Tabelle/Maschere/Tab/Estrazioni in pochi click PyDatabase Beginner ๐Ÿ‡ฎ๐Ÿ‡น Marco Muratore ๐Ÿ‘จโ€๐ŸŽค
211 Talk Less Python in PySpark: Techniques to reduce UDF usage PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Diego Martin ๐Ÿ‘จโ€๐ŸŽค
212 Talk Switching from batch ETL to streaming pipelines Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Francesco Bruni ๐Ÿ‘จโ€๐ŸŽค
213 Talk The matchmaking system in Hearthstone: how to simulate it with Python Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Giulio Giorgio ๐Ÿ‘จโ€๐ŸŽค
214 Talk You don't have to be mad to work here, but it helps Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Cat Lamin ๐Ÿ‘ฉโ€๐ŸŽค
215 Talk Why should kids learn to code and how can we help? Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Cat Lamin ๐Ÿ‘ฉโ€๐ŸŽค
216 Talk Una formula, molte molecole: usare Python e metodi metaeuristici per determinare proprietร  molecolari PyData Beginner ๐Ÿ‡ฎ๐Ÿ‡น Giordano Mancini ๐Ÿ‘จโ€๐ŸŽค
217 Talk A Multi-Patient Data Driven Approach to Blood Glucose Prediction PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Stefano Terna ๐Ÿ‘จโ€๐ŸŽค
218 Talk Learning from Constraints: a Distributed and Privacy-Preserving Approach PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Francesco Farina ๐Ÿ‘จโ€๐ŸŽค
219 Training Pythonic Objects: idiomatic OOP in Python Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Luciano Ramalho ๐Ÿ‘จโ€๐ŸŽค
220 Talk Mastering Mock Object Library to Write Better Unit Tests Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Sunaina Pai ๐Ÿ‘ฉโ€๐ŸŽค
221 Talk MVP, is never just a MVP Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Suryansh Tibarewal ๐Ÿ‘จโ€๐ŸŽค
222 Talk Learning and using "new generation" blockchain with Python Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Paolo D'Onorio De Meo ๐Ÿ‘จโ€๐ŸŽค
223 Talk Learning from Constraints: un Appoccio Distribuito e Privacy-Preserving PyData Beginner ๐Ÿ‡ฎ๐Ÿ‡น Francesco Farina ๐Ÿ‘จโ€๐ŸŽค
224 Talk BigData e Apache Spark PyData Beginner ๐Ÿ‡ฎ๐Ÿ‡น Domenico Gioia ๐Ÿ‘จโ€๐ŸŽค
225 Talk Automating massively-scalable operational pipelines with AutoML and Apache Airflow PyData Advanced ๐Ÿ‡ฌ๐Ÿ‡ง Zubin John ๐Ÿ‘จโ€๐ŸŽค
226 Talk Python and the MySQL 8.0 Document Store PyDatabase Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Frรฉdรฉric Descamps ๐Ÿ‘จโ€๐ŸŽค
227 Talk Python e MySQL 8.0 Document Store PyDatabase Beginner ๐Ÿ‡ฎ๐Ÿ‡น Frรฉdรฉric Descamps ๐Ÿ‘จโ€๐ŸŽค
228 Talk Building Python Modules using @rustlang Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Jayesh Katta Ramalingaiah ๐Ÿ‘จโ€๐ŸŽค
229 Talk Python in Computer Vision Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Tariro Chagwiza ๐Ÿ‘ฉโ€๐ŸŽค
230 Talk Tornado web services on asyncio PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Stefan Behnel ๐Ÿ‘จโ€๐ŸŽค
231 Talk Developing a Data Strategy in a start-up environment PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Pietro Mascolo ๐Ÿ‘จโ€๐ŸŽค
232 Talk Python and MongoDB with Ming PyDatabase Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Walter Danilo Galante ๐Ÿ‘จโ€๐ŸŽค
233 Talk Genropy e lo storage di file in cloud PyBusiness Beginner ๐Ÿ‡ฎ๐Ÿ‡น Francesco Porcari ๐Ÿ‘จโ€๐ŸŽค
234 Talk La fatturazione elettronica con Erpy. PyBusiness Beginner ๐Ÿ‡ฎ๐Ÿ‡น Giovanni Porcari ๐Ÿ‘จโ€๐ŸŽค
235 Talk Building footprint extraction using semantic segmentation PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Shubham Goel ๐Ÿ‘จโ€๐ŸŽค
236 Talk A Plain English Overview of Text Mining Techniques PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Tariq Rashid ๐Ÿ‘จโ€๐ŸŽค
237 Talk La sicurezza dei database MySQL (con speciale attenzione alla GDPR) PyDatabase Beginner ๐Ÿ‡ฎ๐Ÿ‡น Marco Carlessi ๐Ÿ‘จโ€๐ŸŽค
238 Talk Serverless WebSocket con API Gateway e AWS Lambda PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Matteo Zuccon ๐Ÿ‘จโ€๐ŸŽค
239 Talk MySQL e le architetture a micro servizi PyDatabase Beginner ๐Ÿ‡ฎ๐Ÿ‡น Marco Carlessi ๐Ÿ‘จโ€๐ŸŽค
240 Talk Il matchmaking in Hearthstone: come simularlo in Python Python & Friends Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Giulio Giorgio ๐Ÿ‘จโ€๐ŸŽค
241 Talk Being Pragmatic: a Simple Developer Mindset Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Gianluca Romanin ๐Ÿ‘จโ€๐ŸŽค
242 Talk concurrent.futures.RpcExecutor: modern python rpc protocol PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Simone Marzola ๐Ÿ‘จโ€๐ŸŽค
243 Talk Celery pseudoservices PyWeb & DevOps Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Simone Gasbarroni ๐Ÿ‘จโ€๐ŸŽค
244 Training Trasformiamo i nostri dati in un applicativo con Genropy PyBusiness Beginner ๐Ÿ‡ฎ๐Ÿ‡น Francesco Porcari ๐Ÿ‘จโ€๐ŸŽค
245 Talk Ticket e task in Erpy PyBusiness Beginner ๐Ÿ‡ฎ๐Ÿ‡น Francesco Porcari ๐Ÿ‘จโ€๐ŸŽค
246 Talk The Future of Chatbots in the Travel Industry PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Prabh Simran Baweja ๐Ÿ‘จโ€๐ŸŽค
247 Talk How to build and e-commerce website with Odoo PyBusiness Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Davide Corio ๐Ÿ‘จโ€๐ŸŽค
248 Talk Share Python libraries between AWS Lambda Functions & Layers and continuously deploy with Terraform PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Toshiya Doi ๐Ÿ‘จโ€๐ŸŽค
249 Talk Serverless App Showdown: How to choose the right cloud provider PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Michelle Brenner ๐Ÿ‘ฉโ€๐ŸŽค
250 Talk Custom design patterns per lavorare meglio in team Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Paolo Ferretti ๐Ÿ‘จโ€๐ŸŽค
251 Talk ldap3 - come nasce (e cresce) un progetto open source Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Giovanni Cannata ๐Ÿ‘จโ€๐ŸŽค
252 Talk Use the Zen, Luke! Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Lorenzo Mele ๐Ÿ‘จโ€๐ŸŽค
253 Talk Python and Serverless - instant cooking for snakes owners PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Pietro Brunetti ๐Ÿ‘จโ€๐ŸŽค
254 Talk Converting your last Python 2 program to Python 3 - The Why and How Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Yan Orestes ๐Ÿ‘จโ€๐ŸŽค
255 Talk Artisanal Async Adventures Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Jonas Obrist ๐Ÿ‘จโ€๐ŸŽค
256 Talk Adoption of Serverless in Python PyWeb & DevOps Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Tilak T ๐Ÿ‘จโ€๐ŸŽค
257 Talk Let's bring a piece of code on the cloud PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Lorenzo Mele ๐Ÿ‘จโ€๐ŸŽค
258 Talk GoalSurvival - using Python to scrape football scoring events and to perform survival analysis PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Joaquim Borges ๐Ÿ‘จโ€๐ŸŽค
259 Talk Towards Interpretable Visual Question Answering via Compositional Reasoning PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Vedika Agarwal ๐Ÿ‘ฉโ€๐ŸŽค
260 Talk Python e MongoDB con Ming PyDatabase Beginner ๐Ÿ‡ฎ๐Ÿ‡น Walter Danilo Galante ๐Ÿ‘จโ€๐ŸŽค
261 Talk What the *** happened to this car?? PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Nicolas Pierre ๐Ÿ‘จโ€๐ŸŽค
262 Talk Creative Coding with Python and P5js Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Tariq Rashid ๐Ÿ‘จโ€๐ŸŽค
263 Talk Recognition of Inlet wet Food to Drying Process Through a Deep Learning Approach Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Roberto Moscetti ๐Ÿ‘จโ€๐ŸŽค
264 Talk MySQL Shell : the best DBA tool ? - How to use the MySQL Shell as a Python framework for DBAs PyDatabase Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Frรฉdรฉric Descamps ๐Ÿ‘จโ€๐ŸŽค
265 Talk MySQL and micro service architectures PyDatabase Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Marco Carlessi ๐Ÿ‘จโ€๐ŸŽค
266 Talk 7 Deadly Sins of React PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Ersel Aker ๐Ÿ‘จโ€๐ŸŽค
267 Talk Costruire un sito e-commerce con Odoo PyBusiness Beginner ๐Ÿ‡ฎ๐Ÿ‡น Davide Corio ๐Ÿ‘จโ€๐ŸŽค
268 Talk Engineering Fashion Technology and Human Organs: Interdisciplinary making for better wellbeing Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Rachel Konichiwakitty ๐Ÿ‘ฉโ€๐ŸŽค
269 Talk Ereditรก delle View Django: come usare le Class View PyWeb & DevOps Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Matteo Scarpa ๐Ÿ‘จโ€๐ŸŽค
270 Talk MySQL HA cosi facile?... รจ pazzesco! PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Frรฉdรฉric Descamps ๐Ÿ‘จโ€๐ŸŽค
271 Talk G3W-Suite, una suite dedicata alla pubblicazione su web di progetti cartografici e alla loro gestion PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Walter Lorenzetti ๐Ÿ‘จโ€๐ŸŽค
272 Talk Editing di Django models nel front-end PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Mario Orlandi ๐Ÿ‘จโ€๐ŸŽค
273 Talk Python + Neo4j: How a Graph DB can make a transit app more intelligent Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Navid Nobani ๐Ÿ‘จโ€๐ŸŽค
274 Talk Security for MySQL database (and GDPR) PyDatabase Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Marco Carlessi ๐Ÿ‘จโ€๐ŸŽค
275 Talk Boxes and packets - only one obvious way to do them? Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Pietro Brunetti ๐Ÿ‘จโ€๐ŸŽค
276 Talk Modern Tech meets Traditional Music: Assisting Angklung Rehearsals with Python Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Trapsilo Bumi ๐Ÿ‘จโ€๐ŸŽค
277 Talk MySQL HA do easy that's insane ! PyWeb & DevOps Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Frรฉdรฉric Descamps ๐Ÿ‘จโ€๐ŸŽค
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)

Stats

Speakers Stats

from collections import defaultdict
speakers = defaultdict(set)
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)
count_speakers = sum(len(s) for s in speakers.values())
print(count_speakers)
187
for k in speakers:
    print('{} --> {}'.format(k, len(speakers[k])))
๐Ÿ‘จโ€๐ŸŽค --> 159
๐Ÿ‘ฉโ€๐ŸŽค --> 28

Talks Stats

print('Talks --> {}'.format(talks.index.size))
print('Trainings --> {}'.format(trainings.index.size))
Talks --> 257
Trainings --> 20

Lang

rankings.Lang.value_counts()
๐Ÿ‡ฌ๐Ÿ‡ง    200
๐Ÿ‡ฎ๐Ÿ‡น     77
Name: Lang, dtype: int64

Level

rankings.Level.value_counts()
Beginner        157
Intermediate    111
Advanced          9
Name: Level, dtype: int64

Trainings Ranking

trainings.index = np.arange(1, trainings.index.size+1)
HTML(trainings.to_html())
Title Track Level Lang Speakers Gender
1 PyTorch from the ground up PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Alessandro Re ๐Ÿ‘จโ€๐ŸŽค
2 Kubernetes 101 for Python Developer PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Christian Barra ๐Ÿ‘จโ€๐ŸŽค
3 Geospatial analysis with Python PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Francesco Bruni ๐Ÿ‘จโ€๐ŸŽค
4 TDD in Python with pytest Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Leonardo Giordani ๐Ÿ‘จโ€๐ŸŽค
5 Creare una Dashboard con Flask e Vue.js PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Gianfranco Castro ๐Ÿ‘จโ€๐ŸŽค
6 But I never wanted to do DevOps! PyWeb & DevOps Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Daniele Procida ๐Ÿ‘จโ€๐ŸŽค
7 Human Mobility Analysis: from the theory to the practice PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Luca Pappalardo ๐Ÿ‘จโ€๐ŸŽค
8 Playing with Data by using of Python, Pandas PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Abhijeet Mote ๐Ÿ‘จโ€๐ŸŽค
9 Securing a Python applications PyWeb & DevOps Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Tilak T ๐Ÿ‘จโ€๐ŸŽค
10 How to learn the world in Keras PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Prakhar Srivastava ๐Ÿ‘จโ€๐ŸŽค
11 Dive into Object-oriented Python Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Leonardo Giordani ๐Ÿ‘จโ€๐ŸŽค
12 Deep Diving into GANs: form theory to production PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Michele De Simoni ๐Ÿ‘จโ€๐ŸŽค
13 BigData e Apache Spark PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Domenico Gioia ๐Ÿ‘จโ€๐ŸŽค
14 Object Oriented Programming in Python Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Lakshmi Boggaram ๐Ÿ‘ฉโ€๐ŸŽค
15 Dive into Object-oriented Python Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Leonardo Giordani ๐Ÿ‘จโ€๐ŸŽค
16 Get started with asyncio and Tornado web services PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Stefan Behnel ๐Ÿ‘จโ€๐ŸŽค
17 Reincarnating Shakespeare with Recurrent Neural Networks PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Vaibhav Srivastava ๐Ÿ‘จโ€๐ŸŽค
18 Developing for Voice User Interfaces PyWeb & DevOps Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Suryansh Tibarewal ๐Ÿ‘จโ€๐ŸŽค
19 Pythonic Objects: idiomatic OOP in Python Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Luciano Ramalho ๐Ÿ‘จโ€๐ŸŽค
20 Trasformiamo i nostri dati in un applicativo con Genropy PyBusiness Beginner ๐Ÿ‡ฎ๐Ÿ‡น Francesco Porcari ๐Ÿ‘จโ€๐ŸŽค

Talks Ranking (per single Track)

pydataers = talks[talks['Track'].values == 'PyData']
pydataers.index = np.arange(1, pydataers.index.size+1)
HTML(pydataers.to_html())
Title Track Level Lang Speakers Gender
1 A practical guide towards explainability and bias evaluation in machine learning PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Alejandro Saucedo ๐Ÿ‘จโ€๐ŸŽค
2 Please tell me why?! Explaining Machine Learning predictions in Python with Shap PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Alessio Guerrieri ๐Ÿ‘จโ€๐ŸŽค
3 Predicting Human Activity using Time Series Analysis PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Akul Mehra ๐Ÿ‘จโ€๐ŸŽค
4 Deep learning: the final frontier for time series analysis and signal processing? PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Alexandr Honchar ๐Ÿ‘จโ€๐ŸŽค
5 Dimmi perchรจ?! Spiegare modelli Machine Learning in Python con Shap PyData Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Alessio Guerrieri ๐Ÿ‘จโ€๐ŸŽค
6 Meet dask and distributed: the unsung heroes of Python scientific data ecosystem. PyData Advanced ๐Ÿ‡ฌ๐Ÿ‡ง Alessandro Amici ๐Ÿ‘จโ€๐ŸŽค
7 Demystifying Network Science with Python PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Avneet Kaur ๐Ÿ‘ฉโ€๐ŸŽค
8 Deep Learning with PyTorch for Fun and Profit (Part III / Italian Edition: Divina Commedia) PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Alexander Hendorf ๐Ÿ‘จโ€๐ŸŽค
9 Deep learning the Bayesian way. Moving towards safer AI ! PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Ayush Kumar Singh ๐Ÿ‘จโ€๐ŸŽค
10 Hearing Colours and Seeing Sounds using Python PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Aakanksha Chouhan ๐Ÿ‘ฉโ€๐ŸŽค
11 Kubeflow: portable and scalable machine learning on top of Kubernetes PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Akash Tandon ๐Ÿ‘จโ€๐ŸŽค
12 A Worked Intro to Scikit-learn PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Anders Bogsnes ๐Ÿ‘จโ€๐ŸŽค
13 Machine learning approaches for road scene video analysis PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Andrea Benericetti ๐Ÿ‘จโ€๐ŸŽค
14 Text Extraction from PDFs made Easy PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Aakriti Jain ๐Ÿ‘ฉโ€๐ŸŽค
15 Architectures for the real world: retina U-nets, prototypical networks and VA-GANs in PyTorch PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Alessandro Re ๐Ÿ‘จโ€๐ŸŽค
16 Spotting Sharks with the TensorFlow Object Detection API PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Andrew Carter ๐Ÿ‘จโ€๐ŸŽค
17 Defence Against the Dark Arts: Adversarial ML PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Amit Kushwaha ๐Ÿ‘จโ€๐ŸŽค
18 AI and algorithmic art PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Cheuk Ho ๐Ÿ‘ฉโ€๐ŸŽค
19 How to help an international organisation transitioning to Python. PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Alessandro Amici ๐Ÿ‘จโ€๐ŸŽค
20 What's trending this month? PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Alisha Aneja ๐Ÿ‘ฉโ€๐ŸŽค
21 Good features beat algorithms PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Pietro Mascolo ๐Ÿ‘จโ€๐ŸŽค
22 Adaptive Online Geospatial Machine Learning PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Breno Freitas ๐Ÿ‘จโ€๐ŸŽค
23 TensorFlow 2.0: the Good and the Bad PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Michele De Simoni ๐Ÿ‘จโ€๐ŸŽค
24 Python and Elasticsearch: An introduction PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Fabio Falzoi ๐Ÿ‘จโ€๐ŸŽค
25 Doing data science in the real world- Not the usual fairy tale ! PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Daniel Ajisafe ๐Ÿ‘จโ€๐ŸŽค
26 Introduction to deep learning for computer vision PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Daniel Ajisafe ๐Ÿ‘จโ€๐ŸŽค
27 You don't need n dimensions when you have pandas PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Pietro Battiston ๐Ÿ‘จโ€๐ŸŽค
28 Deepfake: usare il deep learning per sostituire i volti PyData Intermediate ๐Ÿ‡ฎ๐Ÿ‡น David Santucci ๐Ÿ‘จโ€๐ŸŽค
29 Chatbot from zero to hero PyData Beginner ๐Ÿ‡ฎ๐Ÿ‡น Gianluca Carucci,Fabrizio Romano ๐Ÿ‘จโ€๐ŸŽค+๐Ÿ‘จโ€๐ŸŽค
30 Pandas ecosystem 2019 PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Marc Garcia ๐Ÿ‘จโ€๐ŸŽค
31 Modern gold mining: Leveraging Deep Learning to predict GMV for 100k+ shops PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Breno Freitas ๐Ÿ‘จโ€๐ŸŽค
32 Learning new words in English using Python PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Anuj Menta ๐Ÿ‘จโ€๐ŸŽค
33 Forecasting and observing Airfare trends using Python and Neural Networks PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Anuj Menta ๐Ÿ‘จโ€๐ŸŽค
34 Let the AI Do the Talk: Adventures with Natural Language Generation PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Marco Bonzanini ๐Ÿ‘จโ€๐ŸŽค
35 Probabilistic Programming and Bayesian Deep Learning PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Sandeep Saurabh ๐Ÿ‘จโ€๐ŸŽค
36 Non ti servono n dimensioni quando hai pandas PyData Beginner ๐Ÿ‡ฎ๐Ÿ‡น Pietro Battiston ๐Ÿ‘จโ€๐ŸŽค
37 NLP researchers on language modelling : What do they know? Do they know things? Let's find out! PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Arnav Arora ๐Ÿ‘จโ€๐ŸŽค
38 Using Python and machine learning to detect the replay of memories in the hippocampus PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Pietro Marchesi ๐Ÿ‘จโ€๐ŸŽค
39 Letโ€™s talk about MLOps PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Christian Barra ๐Ÿ‘จโ€๐ŸŽค
40 Machine learning workflow con Apache Airflow PyData Beginner ๐Ÿ‡ฎ๐Ÿ‡น Claudio Masolo ๐Ÿ‘จโ€๐ŸŽค
41 Data analysis in Python - come in, don't get lost PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Pietro Battiston ๐Ÿ‘จโ€๐ŸŽค
42 Analisi di dati in Python - ti serve una cartina? PyData Beginner ๐Ÿ‡ฎ๐Ÿ‡น Pietro Battiston ๐Ÿ‘จโ€๐ŸŽค
43 Robust and charming dataviz with RainCloud Plots PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Davide Poggiali ๐Ÿ‘จโ€๐ŸŽค
44 Matematica e fisica al liceo con Python e Jupyter PyData Beginner ๐Ÿ‡ฎ๐Ÿ‡น Davide Passaro ๐Ÿ‘จโ€๐ŸŽค
45 Does rain cause traffic delays? Weather and geophysical processing for data scientists. PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Michael Salib ๐Ÿ‘จโ€๐ŸŽค
46 Machine Learning behind chatbots PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Bhavani Ravi ๐Ÿ‘ฉโ€๐ŸŽค
47 Introduction to Face Processing with Computer Vision PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Gabriel Bianconi ๐Ÿ‘จโ€๐ŸŽค
48 A primer on manifold dimensionality reduction techniques PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Pietro Mascolo ๐Ÿ‘จโ€๐ŸŽค
49 Extracting tabular data from PDFs with Camelot & Excalibur PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Vinayak Mehta ๐Ÿ‘จโ€๐ŸŽค
50 MACHINE LEARNING FOR INVENTORY MANAGEMENT PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Laura De Stefanis ๐Ÿ‘ฉโ€๐ŸŽค
51 Deep Learning in Python: Image Recognition for Anime Characters PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Iskandar Setiadi ๐Ÿ‘จโ€๐ŸŽค
52 Plot at first sight! PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Fabrizio Ruffini ๐Ÿ‘จโ€๐ŸŽค
53 What is your Machine learning test score? PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Tania Allard ๐Ÿ‘ฉโ€๐ŸŽค
54 Object detection and Human recognition with YOLO in Python PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Kajal Puri ๐Ÿ‘ฉโ€๐ŸŽค
55 Looking through the window of the Azerbaijani Laundromat PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Martin Ruskov ๐Ÿ‘จโ€๐ŸŽค
56 Image Classification using Deep Learning (Capsule Networks) PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Sandeep Saurabh ๐Ÿ‘จโ€๐ŸŽค
57 Multi-modal classification with PyTorch PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Jennifer Seale ๐Ÿ‘ฉโ€๐ŸŽค
58 Building world-class data processing pipelines using Apache Airflow PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Hrvoje Gazibara ๐Ÿ‘จโ€๐ŸŽค
59 CalcoloGrafia: riconoscimento ed esecuzione di calcoli scritti a mano PyData Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Omar Rampado ๐Ÿ‘จโ€๐ŸŽค
60 Deep Learning for brain MRI segmentation: Big Data, AI and HPC meet together PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Giuseppe Di Bernardo ๐Ÿ‘จโ€๐ŸŽค
61 Text Summarisation made fun! PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Harshdeep Singh ๐Ÿ‘จโ€๐ŸŽค
62 Hippo: Framework di testing basato su scikit-learn PyData Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Thomas Bridi ๐Ÿ‘จโ€๐ŸŽค
63 AbracaGAN: introduction to the almost magical world of GANs PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Michele De Simoni ๐Ÿ‘จโ€๐ŸŽค
64 Generative models - Building algorithms capable of imagination PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Prakhar Srivastava ๐Ÿ‘จโ€๐ŸŽค
65 Association Rules Mining Using Python Generators and Pandas to Handle Large Datasets PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Pacham Pacham Sri Srinivasan ๐Ÿ‘จโ€๐ŸŽค
66 Do more with Twitter data: Understanding the people behind the Tweet PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Karishma Babbar ๐Ÿ‘ฉโ€๐ŸŽค
67 Everything your model doesn't know PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Simone Scardapane ๐Ÿ‘จโ€๐ŸŽค
68 Open Notebook Science: Ricerca libera e riproducibile con Python PyData Beginner ๐Ÿ‡ฎ๐Ÿ‡น Marco Scarselli ๐Ÿ‘จโ€๐ŸŽค
69 Beating the bookies in football โ€“ predicting matches with Machine Learning PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Michaล‚ Gรณrnik ๐Ÿ‘จโ€๐ŸŽค
70 Developing Natural Language Processing Applications using Python PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Saloni Garg ๐Ÿ‘ฉโ€๐ŸŽค
71 Building a Data Pipeline with Observability in Mind PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Jiaqi Liu ๐Ÿ‘ฉโ€๐ŸŽค
72 One formula, many molecules: using metaheuristics and Python to run molecular simulations. PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Giordano Mancini ๐Ÿ‘จโ€๐ŸŽค
73 Identification of anomalous shutdown in Vehicle Tracking Units: a practical machine learning problem PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Luca Bravi ๐Ÿ‘จโ€๐ŸŽค
74 Bayesian Modeling and MCMC sampling with PyMC3 PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Shreya Khurana ๐Ÿ‘ฉโ€๐ŸŽค
75 Build text classification models ( CBOW and Skip-gram) with FastText in python PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Kajal Puri ๐Ÿ‘ฉโ€๐ŸŽค
76 Let's predict the weather! Building a real time global rain forecaster. PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Michael Salib ๐Ÿ‘จโ€๐ŸŽค
77 BigData e Apache Cassandra PyData Beginner ๐Ÿ‡ฎ๐Ÿ‡น Domenico Gioia ๐Ÿ‘จโ€๐ŸŽค
78 A zero to Hero training on Text Mining and NLP PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Navid Nobani ๐Ÿ‘จโ€๐ŸŽค
79 Analyzing geospatial data using geopandas PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Marvin Bensch ๐Ÿ‘จโ€๐ŸŽค
80 Sviluppare una data strategy in una start-up PyData Beginner ๐Ÿ‡ฎ๐Ÿ‡น Pietro Mascolo ๐Ÿ‘จโ€๐ŸŽค
81 Demystifying Natural Language Processing using Python (Scikit-Learn/ Keras) PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Vaibhav Srivastava ๐Ÿ‘จโ€๐ŸŽค
82 Learning to drive with deep neural networks PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Leonardo Sarti ๐Ÿ‘จโ€๐ŸŽค
83 RedisAI PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Luca Antiga ๐Ÿ‘จโ€๐ŸŽค
84 Diagrammi phi-delta: implementazione di un tool visivo per sistemi di Machine Learning PyData Advanced ๐Ÿ‡ฎ๐Ÿ‡น Giuliano Armano ๐Ÿ‘จโ€๐ŸŽค
85 The art of building a sophisticated psychologist with Python PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Harshinee Sriram ๐Ÿ‘ฉโ€๐ŸŽค
86 Dummies guide to Spark (using Python)! PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Harshdeep Singh ๐Ÿ‘จโ€๐ŸŽค
87 Less Python in PySpark: Techniques to reduce UDF usage PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Diego Martin ๐Ÿ‘จโ€๐ŸŽค
88 Una formula, molte molecole: usare Python e metodi metaeuristici per determinare proprietร  molecolari PyData Beginner ๐Ÿ‡ฎ๐Ÿ‡น Giordano Mancini ๐Ÿ‘จโ€๐ŸŽค
89 A Multi-Patient Data Driven Approach to Blood Glucose Prediction PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Stefano Terna ๐Ÿ‘จโ€๐ŸŽค
90 Learning from Constraints: a Distributed and Privacy-Preserving Approach PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Francesco Farina ๐Ÿ‘จโ€๐ŸŽค
91 Learning from Constraints: un Appoccio Distribuito e Privacy-Preserving PyData Beginner ๐Ÿ‡ฎ๐Ÿ‡น Francesco Farina ๐Ÿ‘จโ€๐ŸŽค
92 BigData e Apache Spark PyData Beginner ๐Ÿ‡ฎ๐Ÿ‡น Domenico Gioia ๐Ÿ‘จโ€๐ŸŽค
93 Automating massively-scalable operational pipelines with AutoML and Apache Airflow PyData Advanced ๐Ÿ‡ฌ๐Ÿ‡ง Zubin John ๐Ÿ‘จโ€๐ŸŽค
94 Developing a Data Strategy in a start-up environment PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Pietro Mascolo ๐Ÿ‘จโ€๐ŸŽค
95 Building footprint extraction using semantic segmentation PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Shubham Goel ๐Ÿ‘จโ€๐ŸŽค
96 A Plain English Overview of Text Mining Techniques PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Tariq Rashid ๐Ÿ‘จโ€๐ŸŽค
97 The Future of Chatbots in the Travel Industry PyData Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Prabh Simran Baweja ๐Ÿ‘จโ€๐ŸŽค
98 GoalSurvival - using Python to scrape football scoring events and to perform survival analysis PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Joaquim Borges ๐Ÿ‘จโ€๐ŸŽค
99 Towards Interpretable Visual Question Answering via Compositional Reasoning PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Vedika Agarwal ๐Ÿ‘ฉโ€๐ŸŽค
100 What the *** happened to this car?? PyData Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Nicolas Pierre ๐Ÿ‘จโ€๐ŸŽค
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: 
๐Ÿ‡ฌ๐Ÿ‡ง    84
๐Ÿ‡ฎ๐Ÿ‡น    16
Name: Lang, dtype: int64

Levels of Talks Proposed: 
Beginner        49
Intermediate    48
Advanced         3
Name: Level, dtype: int64

Track Python & Friends

pylang = talks[talks['Track'].values == 'Python & Friends']
pylang.index = np.arange(1, pylang.index.size+1)
HTML(pylang.to_html())
Title Track Level Lang Speakers Gender
1 Python Standard Library, the hidden gems Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Alessandro Molina ๐Ÿ‘จโ€๐ŸŽค
2 Uno sguardo alle Dataclasses: quando una namedtuple non basta Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Alessandro Cucci ๐Ÿ‘จโ€๐ŸŽค
3 Sviluppare per Alexa in Python Python & Friends Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Alberto Anceschi ๐Ÿ‘จโ€๐ŸŽค
4 Algoritmo di Routing Multi-Obiettivo di Veicoli Elettrici con vincoli di ricarica lungo il percorso Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Alessandro Betti ๐Ÿ‘จโ€๐ŸŽค
5 Sharing is Caring! - how to free the CPU from message passing hell - shared memory saved the day Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Andrei Neagu ๐Ÿ‘จโ€๐ŸŽค
6 An insight into Python Garbage Collection Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Fabio Falzoi ๐Ÿ‘จโ€๐ŸŽค
7 Understanding Caching in Python Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Chirag Shah ๐Ÿ‘จโ€๐ŸŽค
8 Understanding multithreading by deciphering the cpython interpreter source code. Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Chirag Shah ๐Ÿ‘จโ€๐ŸŽค
9 Thinking functionally: Introduction to FP in Python Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Alisha Aneja ๐Ÿ‘ฉโ€๐ŸŽค
10 How to write a JIT compiler in 30 minutes Python & Friends Advanced ๐Ÿ‡ฌ๐Ÿ‡ง Antonio Cuni ๐Ÿ‘จโ€๐ŸŽค
11 Understanding how a malware works using Python Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Yan Orestes ๐Ÿ‘จโ€๐ŸŽค
12 Clean architectures in Python: why, what, how Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Leonardo Giordani ๐Ÿ‘จโ€๐ŸŽค
13 Clean architectures in Python: perchรฉ, cosa, come Python & Friends Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Leonardo Giordani ๐Ÿ‘จโ€๐ŸŽค
14 Refactoring con i test in Python: un esempio pratico Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Leonardo Giordani ๐Ÿ‘จโ€๐ŸŽค
15 26 librerie in 40 minuti Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Danilo Abbasciano ๐Ÿ‘จโ€๐ŸŽค
16 #STOPCODING. Alziamo le mani dalla tastiera e iniziamo a capire e risolvere i problemi! Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Gabriele Giaccari ๐Ÿ‘จโ€๐ŸŽค
17 TDD in Python con pytest Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Leonardo Giordani ๐Ÿ‘จโ€๐ŸŽค
18 Say No to the Dependency Hell: Proper Management of Software Dependencies Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Ivan Pashchenko ๐Ÿ‘จโ€๐ŸŽค
19 Good code documents itself and other lies Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Tania Allard ๐Ÿ‘ฉโ€๐ŸŽค
20 Get native with Cython Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Stefan Behnel ๐Ÿ‘จโ€๐ŸŽค
21 Using Python to create political acts Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Felipe Cabral ๐Ÿ‘จโ€๐ŸŽค
22 Ternary CPUs: how they work and how Python helps designing one Python & Friends Advanced ๐Ÿ‡ฌ๐Ÿ‡ง Cesare Di Mauro ๐Ÿ‘จโ€๐ŸŽค
23 My way. Story of resistance: Python vs PHP Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Anastasiia Tymoshchuk ๐Ÿ‘ฉโ€๐ŸŽค
24 Importing anything from anywhere Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Hrvoje Gazibara ๐Ÿ‘จโ€๐ŸŽค
25 Apprendimento permanente e futuro dell'istruzione superiore: il caso OMSCS Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Alan Franzoni ๐Ÿ‘จโ€๐ŸŽค
26 Flying Python: How to control your drone with Python, a Raspberry Pi and a lot of tape! Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Franco Minucci ๐Ÿ‘จโ€๐ŸŽค
27 Advanced test patterns with pytest Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Massimiliano Pippi ๐Ÿ‘จโ€๐ŸŽค
28 Documentation in practice Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Daniele Procida ๐Ÿ‘จโ€๐ŸŽค
29 The world's simplest, cheapest plotter Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Daniele Procida ๐Ÿ‘จโ€๐ŸŽค
30 Py2Nim: compiling Python to idiomatic code in statically typed languages Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Alexander Ivanov ๐Ÿ‘จโ€๐ŸŽค
31 Perceiving Python Programming Paradigms Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Jigyasa Grover ๐Ÿ‘ฉโ€๐ŸŽค
32 Stereotypes, Role Models & Learning to Code Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Cat Lamin ๐Ÿ‘ฉโ€๐ŸŽค
33 How to build a pizza-bot and chat with him to order your custom Capricciosa Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง David Santucci ๐Ÿ‘จโ€๐ŸŽค
34 Flying Python: Controlla il tuo drone con Python, un Raspberry Pi e tanto nastro adesivo! Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Franco Minucci ๐Ÿ‘จโ€๐ŸŽค
35 Work smarter, not harder: task automation with Pyinvoke Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Massimiliano Pippi ๐Ÿ‘จโ€๐ŸŽค
36 Beyond Paradigms: key features for better Python Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Luciano Ramalho ๐Ÿ‘จโ€๐ŸŽค
37 A Tour of the Python Standard Libaray Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Niklas Meinzer ๐Ÿ‘จโ€๐ŸŽค
38 Bitcoin 101 con Python Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Mirko Bonasorte ๐Ÿ‘จโ€๐ŸŽค
39 How to write 15 tests in 15 minutes Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Suryansh Tibarewal ๐Ÿ‘จโ€๐ŸŽค
40 pyCAIR: Content Aware Image Resizing in Python Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Chirag Shah ๐Ÿ‘จโ€๐ŸŽค
41 Escaping the hell of the None type checking Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Kendrick Tan ๐Ÿ‘จโ€๐ŸŽค
42 Scatole e pacchetti - Un solo modo ovvio per farli? Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Pietro Brunetti ๐Ÿ‘จโ€๐ŸŽค
43 Set Practice: learning from Python's set types Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Luciano Ramalho ๐Ÿ‘จโ€๐ŸŽค
44 Refactoring with tests in Python: a practical example Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Leonardo Giordani ๐Ÿ‘จโ€๐ŸŽค
45 Non e' una DataViz per vecchi Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Fabrizio Ruffini ๐Ÿ‘จโ€๐ŸŽค
46 An Introduction to Meta-Development Tasks for Releasing Open Source Python Packages Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Susam Pal ๐Ÿ‘จโ€๐ŸŽค
47 Sviluppo di interfacce grafiche con wxPython Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Roberto Pancaldi ๐Ÿ‘จโ€๐ŸŽค
48 Using PuLP for Optimizing Train Scheduling for Indian Railways Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Chetan Chauhan ๐Ÿ‘จโ€๐ŸŽค
49 Protecting Privacy and Security โ€” For Yourself and Your Community Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Justin Mayer ๐Ÿ‘จโ€๐ŸŽค
50 openvas_lib: eseguire scansioni di vulnerabilitร  con python Python & Friends Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Loredana Sideri ๐Ÿ‘ฉโ€๐ŸŽค
51 TFW your country is funding Open Source development Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Riccardo Magliocchetti ๐Ÿ‘จโ€๐ŸŽค
52 Switching from batch ETL to streaming pipelines Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Francesco Bruni ๐Ÿ‘จโ€๐ŸŽค
53 The matchmaking system in Hearthstone: how to simulate it with Python Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Giulio Giorgio ๐Ÿ‘จโ€๐ŸŽค
54 You don't have to be mad to work here, but it helps Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Cat Lamin ๐Ÿ‘ฉโ€๐ŸŽค
55 Why should kids learn to code and how can we help? Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Cat Lamin ๐Ÿ‘ฉโ€๐ŸŽค
56 Mastering Mock Object Library to Write Better Unit Tests Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Sunaina Pai ๐Ÿ‘ฉโ€๐ŸŽค
57 MVP, is never just a MVP Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Suryansh Tibarewal ๐Ÿ‘จโ€๐ŸŽค
58 Learning and using "new generation" blockchain with Python Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Paolo D'Onorio De Meo ๐Ÿ‘จโ€๐ŸŽค
59 Building Python Modules using @rustlang Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Jayesh Katta Ramalingaiah ๐Ÿ‘จโ€๐ŸŽค
60 Python in Computer Vision Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Tariro Chagwiza ๐Ÿ‘ฉโ€๐ŸŽค
61 Il matchmaking in Hearthstone: come simularlo in Python Python & Friends Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Giulio Giorgio ๐Ÿ‘จโ€๐ŸŽค
62 Being Pragmatic: a Simple Developer Mindset Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Gianluca Romanin ๐Ÿ‘จโ€๐ŸŽค
63 Custom design patterns per lavorare meglio in team Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Paolo Ferretti ๐Ÿ‘จโ€๐ŸŽค
64 ldap3 - come nasce (e cresce) un progetto open source Python & Friends Beginner ๐Ÿ‡ฎ๐Ÿ‡น Giovanni Cannata ๐Ÿ‘จโ€๐ŸŽค
65 Use the Zen, Luke! Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Lorenzo Mele ๐Ÿ‘จโ€๐ŸŽค
66 Converting your last Python 2 program to Python 3 - The Why and How Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Yan Orestes ๐Ÿ‘จโ€๐ŸŽค
67 Artisanal Async Adventures Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Jonas Obrist ๐Ÿ‘จโ€๐ŸŽค
68 Creative Coding with Python and P5js Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Tariq Rashid ๐Ÿ‘จโ€๐ŸŽค
69 Recognition of Inlet wet Food to Drying Process Through a Deep Learning Approach Python & Friends Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Roberto Moscetti ๐Ÿ‘จโ€๐ŸŽค
70 Engineering Fashion Technology and Human Organs: Interdisciplinary making for better wellbeing Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Rachel Konichiwakitty ๐Ÿ‘ฉโ€๐ŸŽค
71 Python + Neo4j: How a Graph DB can make a transit app more intelligent Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Navid Nobani ๐Ÿ‘จโ€๐ŸŽค
72 Boxes and packets - only one obvious way to do them? Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Pietro Brunetti ๐Ÿ‘จโ€๐ŸŽค
73 Modern Tech meets Traditional Music: Assisting Angklung Rehearsals with Python Python & Friends Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Trapsilo Bumi ๐Ÿ‘จโ€๐ŸŽค
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: 
๐Ÿ‡ฌ๐Ÿ‡ง    54
๐Ÿ‡ฎ๐Ÿ‡น    19
Name: Lang, dtype: int64

Levels of Talks Proposed: 
Beginner        51
Intermediate    20
Advanced         2
Name: Level, dtype: int64

Track PyWeb & DevOps

pyweb = talks[talks['Track'].values == 'PyWeb & DevOps']
pyweb.index = np.arange(1, pyweb.index.size+1)
HTML(pyweb.to_html())
Title Track Level Lang Speakers Gender
1 Communicating Between Microservices PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Anton Caceres ๐Ÿ‘จโ€๐ŸŽค
2 Building a Celery alternative in Django on Kubernetes PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Alec Clowes ๐Ÿ‘จโ€๐ŸŽค
3 Porting your Python web app to serverless in 30 minutes PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Alex Casalboni ๐Ÿ‘จโ€๐ŸŽค
4 Configuration management and service discovery in a serverless world PyWeb & DevOps Advanced ๐Ÿ‡ฌ๐Ÿ‡ง Alex Casalboni ๐Ÿ‘จโ€๐ŸŽค
5 Scrivere i primi test frontend con python? Si Puรฒ! PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Fiorella De Luca ๐Ÿ‘ฉโ€๐ŸŽค
6 Darkweb + Python: discover, analyze and extract information from hidden services PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Jose Manuel Ortega ๐Ÿ‘จโ€๐ŸŽค
7 Growing vegetables with Python PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Christian Barra ๐Ÿ‘จโ€๐ŸŽค
8 Ravioli vs Pelmeni software architecture (microservices vs services) PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Anastasiia Tymoshchuk ๐Ÿ‘ฉโ€๐ŸŽค
9 Python Website is Slow? Think Again! PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Iskandar Setiadi ๐Ÿ‘จโ€๐ŸŽค
10 Mappe ๐Ÿ—บ๏ธ con GeoDjango ๐ŸŒŽ, PostGIS ๐Ÿ˜ e Leaflet ๐Ÿƒ PyWeb & DevOps Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Paolo Melchiorre ๐Ÿ‘จโ€๐ŸŽค
11 Asynchronous Web Development with Flask PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Miguel Grinberg ๐Ÿ‘จโ€๐ŸŽค
12 TurboGears 2.4, 10 years of redesigning a web framework PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Alessandro Molina ๐Ÿ‘จโ€๐ŸŽค
13 Using Vault to better protect your secrets. PyWeb & DevOps Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Bryce Verdier ๐Ÿ‘จโ€๐ŸŽค
14 Immagino: un racconto di serverless e codeless (piรน o meno). PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Christian Strappazzon ๐Ÿ‘จโ€๐ŸŽค
15 Cyber security auditing with python tools PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Jose Manuel Ortega ๐Ÿ‘จโ€๐ŸŽค
16 Quando la tua applicazione Django non va abbastanza veloce PyWeb & DevOps Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Riccardo Magliocchetti ๐Ÿ‘จโ€๐ŸŽค
17 Using OpenAPI (and Python) to standardize a Country's API Ecosystem PyWeb & DevOps Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Roberto Polli ๐Ÿ‘จโ€๐ŸŽค
18 Pipenv per la gestione delle dipendenze negli ambienti di sviluppo e di produzione PyWeb & DevOps Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Marco Santamaria ๐Ÿ‘จโ€๐ŸŽค
19 Real world Graphene - lessons learned from building a GraphQL API on top of a large Django project PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Marcin Gฤ™bala ๐Ÿ‘จโ€๐ŸŽค
20 Basta problemi con tensorflow usando Docker & Nvidia Docker PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Nicola Landro ๐Ÿ‘จโ€๐ŸŽค
21 Usa lo Zen, Luke! PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Lorenzo Mele ๐Ÿ‘จโ€๐ŸŽค
22 Web Automation con Selenium Web Driver: browser automation per i nostri progetti web PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Gianfranco Castro ๐Ÿ‘จโ€๐ŸŽค
23 DevOps - La rivoluzione industriale nell'era dell'informazione PyWeb & DevOps Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Giovanni Cannata ๐Ÿ‘จโ€๐ŸŽค
24 Internet delle cose con Redis e django-channels PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Mario Orlandi ๐Ÿ‘จโ€๐ŸŽค
25 Decoupling Django with Django REST (and a sprinkle of React) PyWeb & DevOps Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Valentino Gagliardi ๐Ÿ‘จโ€๐ŸŽค
26 Service discovery PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Davide Setti ๐Ÿ‘จโ€๐ŸŽค
27 Python & Serverless: Refactor your monolith piece by piece PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Giuseppe Vallarelli ๐Ÿ‘จโ€๐ŸŽค
28 TemPy! Una alternativa al templating tradizionale usando solo Python. PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Federico Cerchiari ๐Ÿ‘จโ€๐ŸŽค
29 From Monolith to Microservices: Design, Build, Deploy, Learn PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Elmer Thomas ๐Ÿ‘จโ€๐ŸŽค
30 Python & Serverless: Refactor your monolith piece by piece (Ita) PyWeb & DevOps Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Giuseppe Vallarelli ๐Ÿ‘จโ€๐ŸŽค
31 Introduzione a Pyramid Web Framework PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Diego Mazzanti ๐Ÿ‘จโ€๐ŸŽค
32 Serverless or Containers?: two options to run python code in the cloud. PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Marco Pavanelli ๐Ÿ‘จโ€๐ŸŽค
33 Levers to deliver great solutions PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Christian Barra ๐Ÿ‘จโ€๐ŸŽค
34 รˆ facile gestire un progetto Django se sai come farlo! PyWeb & DevOps Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Raffaele Colace ๐Ÿ‘จโ€๐ŸŽค
35 Microservices at Scale PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Jordi Soucheiron ๐Ÿ‘จโ€๐ŸŽค
36 Continuous Delivery in the era of Kubernetes and OpenShift PyWeb & DevOps Advanced ๐Ÿ‡ฌ๐Ÿ‡ง Peter Bittner ๐Ÿ‘จโ€๐ŸŽค
37 Web applications and web services arenโ€™t secure as we think PyWeb & DevOps Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Tilak T ๐Ÿ‘จโ€๐ŸŽค
38 Python e Serverless: Cucina istantanea per proprietari di pitoni PyWeb & DevOps Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Pietro Brunetti ๐Ÿ‘จโ€๐ŸŽค
39 Deploy immutabili con Docker e infrastructure as code PyWeb & DevOps Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Paolo Ferretti ๐Ÿ‘จโ€๐ŸŽค
40 Building serverless bot like a pro PyWeb & DevOps Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Vaibhav Singh ๐Ÿ‘จโ€๐ŸŽค
41 Portiamo un pezzo di codice sul Cloud PyWeb & DevOps Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Lorenzo Mele ๐Ÿ‘จโ€๐ŸŽค
42 Analizzare Django con i raggi X PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Martino Pizzol ๐Ÿ‘จโ€๐ŸŽค
43 Realizziamo un sistema di acquisizione dati IOT con Trueverit PyWeb & DevOps Advanced ๐Ÿ‡ฎ๐Ÿ‡น Simone Fardella ๐Ÿ‘จโ€๐ŸŽค
44 Going Serverless with Python PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Jorge Luis Galvis Quintero ๐Ÿ‘จโ€๐ŸŽค
45 Tornado web services on asyncio PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Stefan Behnel ๐Ÿ‘จโ€๐ŸŽค
46 Serverless WebSocket con API Gateway e AWS Lambda PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Matteo Zuccon ๐Ÿ‘จโ€๐ŸŽค
47 concurrent.futures.RpcExecutor: modern python rpc protocol PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Simone Marzola ๐Ÿ‘จโ€๐ŸŽค
48 Celery pseudoservices PyWeb & DevOps Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Simone Gasbarroni ๐Ÿ‘จโ€๐ŸŽค
49 Share Python libraries between AWS Lambda Functions & Layers and continuously deploy with Terraform PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Toshiya Doi ๐Ÿ‘จโ€๐ŸŽค
50 Serverless App Showdown: How to choose the right cloud provider PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Michelle Brenner ๐Ÿ‘ฉโ€๐ŸŽค
51 Python and Serverless - instant cooking for snakes owners PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Pietro Brunetti ๐Ÿ‘จโ€๐ŸŽค
52 Adoption of Serverless in Python PyWeb & DevOps Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Tilak T ๐Ÿ‘จโ€๐ŸŽค
53 Let's bring a piece of code on the cloud PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Lorenzo Mele ๐Ÿ‘จโ€๐ŸŽค
54 7 Deadly Sins of React PyWeb & DevOps Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Ersel Aker ๐Ÿ‘จโ€๐ŸŽค
55 Ereditรก delle View Django: come usare le Class View PyWeb & DevOps Intermediate ๐Ÿ‡ฎ๐Ÿ‡น Matteo Scarpa ๐Ÿ‘จโ€๐ŸŽค
56 MySQL HA cosi facile?... รจ pazzesco! PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Frรฉdรฉric Descamps ๐Ÿ‘จโ€๐ŸŽค
57 G3W-Suite, una suite dedicata alla pubblicazione su web di progetti cartografici e alla loro gestion PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Walter Lorenzetti ๐Ÿ‘จโ€๐ŸŽค
58 Editing di Django models nel front-end PyWeb & DevOps Beginner ๐Ÿ‡ฎ๐Ÿ‡น Mario Orlandi ๐Ÿ‘จโ€๐ŸŽค
59 MySQL HA do easy that's insane ! PyWeb & DevOps Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Frรฉdรฉric Descamps ๐Ÿ‘จโ€๐ŸŽค
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: 
๐Ÿ‡ฌ๐Ÿ‡ง    32
๐Ÿ‡ฎ๐Ÿ‡น    27
Name: Lang, dtype: int64

Levels of Talks Proposed: 
Intermediate    34
Beginner        22
Advanced         3
Name: Level, dtype: int64

Track PyDatabase

pydb = talks[talks['Track'].values == 'PyDatabase']
pydb.index = np.arange(1, pydb.index.size+1)
HTML(pydb.to_html())
Title Track Level Lang Speakers Gender
1 Traversing the land of graph computing and databases PyDatabase Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Akash Tandon ๐Ÿ‘จโ€๐ŸŽค
2 Choosing the right (managed) database in 2019 PyDatabase Beginner ๐Ÿ‡ฎ๐Ÿ‡น Alex Casalboni ๐Ÿ‘จโ€๐ŸŽค
3 How Far Can You Stretch Your Elasticsearch? PyDatabase Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Nikolay Vasiliev ๐Ÿ‘จโ€๐ŸŽค
4 Building Python Applications with MongoDB PyDatabase Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Joe Drumgoole ๐Ÿ‘จโ€๐ŸŽค
5 PostgreSQL on the kube PyDatabase Beginner ๐Ÿ‡ฎ๐Ÿ‡น Marco Nenciarini ๐Ÿ‘จโ€๐ŸŽค
6 Applicazioni veloci per desktop - Tabelle/Maschere/Tab/Estrazioni in pochi click PyDatabase Beginner ๐Ÿ‡ฎ๐Ÿ‡น Marco Muratore ๐Ÿ‘จโ€๐ŸŽค
7 Python and the MySQL 8.0 Document Store PyDatabase Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Frรฉdรฉric Descamps ๐Ÿ‘จโ€๐ŸŽค
8 Python e MySQL 8.0 Document Store PyDatabase Beginner ๐Ÿ‡ฎ๐Ÿ‡น Frรฉdรฉric Descamps ๐Ÿ‘จโ€๐ŸŽค
9 Python and MongoDB with Ming PyDatabase Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Walter Danilo Galante ๐Ÿ‘จโ€๐ŸŽค
10 La sicurezza dei database MySQL (con speciale attenzione alla GDPR) PyDatabase Beginner ๐Ÿ‡ฎ๐Ÿ‡น Marco Carlessi ๐Ÿ‘จโ€๐ŸŽค
11 MySQL e le architetture a micro servizi PyDatabase Beginner ๐Ÿ‡ฎ๐Ÿ‡น Marco Carlessi ๐Ÿ‘จโ€๐ŸŽค
12 Python e MongoDB con Ming PyDatabase Beginner ๐Ÿ‡ฎ๐Ÿ‡น Walter Danilo Galante ๐Ÿ‘จโ€๐ŸŽค
13 MySQL Shell : the best DBA tool ? - How to use the MySQL Shell as a Python framework for DBAs PyDatabase Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Frรฉdรฉric Descamps ๐Ÿ‘จโ€๐ŸŽค
14 MySQL and micro service architectures PyDatabase Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Marco Carlessi ๐Ÿ‘จโ€๐ŸŽค
15 Security for MySQL database (and GDPR) PyDatabase Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Marco Carlessi ๐Ÿ‘จโ€๐ŸŽค
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: 
๐Ÿ‡ฌ๐Ÿ‡ง    8
๐Ÿ‡ฎ๐Ÿ‡น    7
Name: Lang, dtype: int64

Levels of Talks Proposed: 
Beginner        14
Intermediate     1
Name: Level, dtype: int64

Track PyBusiness

pybusiness = talks[talks['Track'].values == 'PyBusiness']
pybusiness.index = np.arange(1, pybusiness.index.size+1)
HTML(pybusiness.to_html())
Title Track Level Lang Speakers Gender
1 Python on IoT devices thanks to Mbed Linux OS PyBusiness Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Diego Russo ๐Ÿ‘จโ€๐ŸŽค
2 What Football Captains and Tribal Chieftans Can Teach Us About Leading Software Teams PyBusiness Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Ahmad Alhour ๐Ÿ‘จโ€๐ŸŽค
3 Python to transform businesses and lives PyBusiness Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Aashi Narula ๐Ÿ‘ฉโ€๐ŸŽค
4 Quality:The Best Business Plan PyBusiness Intermediate ๐Ÿ‡ฌ๐Ÿ‡ง Anubha Maneshwar ๐Ÿ‘ฉโ€๐ŸŽค
5 Mr.AUTOCLICK PyBusiness Advanced ๐Ÿ‡ฎ๐Ÿ‡น Cristiano Borotto ๐Ÿ‘จโ€๐ŸŽค
6 Genropy e lo storage di file in cloud PyBusiness Beginner ๐Ÿ‡ฎ๐Ÿ‡น Francesco Porcari ๐Ÿ‘จโ€๐ŸŽค
7 La fatturazione elettronica con Erpy. PyBusiness Beginner ๐Ÿ‡ฎ๐Ÿ‡น Giovanni Porcari ๐Ÿ‘จโ€๐ŸŽค
8 Ticket e task in Erpy PyBusiness Beginner ๐Ÿ‡ฎ๐Ÿ‡น Francesco Porcari ๐Ÿ‘จโ€๐ŸŽค
9 How to build and e-commerce website with Odoo PyBusiness Beginner ๐Ÿ‡ฌ๐Ÿ‡ง Davide Corio ๐Ÿ‘จโ€๐ŸŽค
10 Costruire un sito e-commerce con Odoo PyBusiness Beginner ๐Ÿ‡ฎ๐Ÿ‡น Davide Corio ๐Ÿ‘จโ€๐ŸŽค
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: 
๐Ÿ‡ฌ๐Ÿ‡ง    5
๐Ÿ‡ฎ๐Ÿ‡น    5
Name: Lang, dtype: int64

Levels of Talks Proposed: 
Beginner        8
Advanced        1
Intermediate    1
Name: Level, dtype: int64
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