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Monday
, June 24
Dafiti Group — Room LYON
09:00 •
Building a Simple Recommender System From Scratch — Training Workshop
Dafiti Group — Room MARSEILLES
09:00 •
Deep Learning Kickstart with Keras — Training Workshop
Dafiti Group — Room PARIS
09:00 •
Machine Learning for Managers — Training Workshop
Dafiti Group — Room VERSAILLES
09:00 •
Machine Learning on AWS with SageMaker — Training Workshop
Tuesday
, June 25
Expo space
08:15 •
Welcome & Registration
10:30 •
Expo - Networking - Coffee
12:30 •
Expo - Networking - Lunch
15:30 •
Expo - Networking - Coffee
17:30 •
Drinks!
Room 7
11:00 •
Training and deploying ML models with Kubeflow and TensorFlow Extended (TFX) — sponsored by CI&T
14:00 •
Introduction to classification with SKLearn — sponsored by Caelum
Room 8
09:00 •
Opening remarks
09:30 •
Reinforcement Learning for devs: toolkits, and application to autonomous race cars
10:00 •
Lessons Learned from Building a Credit Card Fraud Model
11:00 •
Invoice Payment to Optimize Cash Collection
11:30 •
Where are the gains: Should I use A/B Tests for forecasting?
12:00 •
I know what you did last session: clustering users with ML
14:00 •
Using Machine Learning to recommend jobs in User Cold Start
14:30 •
A Clinical Application of Deep Learning for NLP with Word-Embeddings
15:00 •
Time Series Forecasting for Cloud Resources Provisioning
16:00 •
How Big Data Powers Ambev’s Sales Machine - sponsored by Big Data
16:30 •
How Machine Learning is Transforming the Way iFood Runs its Logistic - sponsored by Movile
17:00 •
Panel: Diversity in ML
Room 9
11:00 •
Bias and bugs: implementing recommendations
11:30 •
TensorFlow image inferencing: an adventure in Python and Go
12:00 •
Deploy your Deep Learning models in serverless architectures
14:00 •
K8s-workqueue: Simplified Kubernetes ML Batch Jobs
14:30 •
Airflow on Kubernetes: a modern approach to ETL workflows.
Wednesday
, June 26
Expo space
08:15 •
Welcome & Registration
10:30 •
Expo - Networking - Coffee
12:30 •
Expo - Networking - Lunch
15:30 •
Expo - Networking - Coffee
Room 7
11:00 •
Using pre-trained models for classification where samples are scarce - sponsored by Dafiti
14:00 •
Everything you need to know about Tensorflow 2.0 — sponsored by Daitan
Room 8
09:00 •
Ludwig, a Code-Free Deep Learning Toolbox
09:30 •
DataOps architecture for Machine Learning - brought to you by everis
10:00 •
AI culture and semi-autonomous review approval - sponsored by Dafiti
11:00 •
BERT: Multi-language approach for Q&A and NLP Applications
11:30 •
Multitask convolutional neural networks: saving GPU time
12:00 •
AI informs, humans choose -- or do they?
14:00 •
Game Theory and Model Interpretability
14:30 •
Trading strategies using deep reinforcement learning
15:00 •
Attention-Based Neural Networks for Relational Data
16:00 •
How Grupo ZAP is using data to empower real estate buyers, sellers, and renters in Brazil - sponsored by Grupo ZAP
16:30 •
Machine Learning for Natural Resources
17:00 •
Panel: How much should we care about model interpretability?
17:30 •
Closing remarks
Room 9
11:00 •
Fklearn: A functional library for machine learning
11:40 •
Reproducibility with Data Version Control
14:00 •
Validating models in the real world
14:40 •
ETL Orchestration with AWS Glue and AWS Step-functions
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PAPIs Latam 2019
America/Sao Paulo
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PAPIs Latam 2019
Jun 24
-
26, 2019
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, June 24
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, June 25
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, June 26
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Cinemark Shopping Eldorado 3970 Avenida Rebouças Pinheiros, SP 05402600
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Dafiti Group — Room LYON
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Monday
, June 24
Tuesday
, June 25
Wednesday
, June 26
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Dafiti Group — Room LYON
Dafiti Group — Room MARSEILLES
Dafiti Group — Room PARIS
Dafiti Group — Room VERSAILLES
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Room 7
Room 8
Room 9
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