Pedro Tabacof
Employers on the program
- 2023Intercom2 talks
- 2022WildLife Studios1 talk
Appearances by year
- PyData
- PyCon (national Python conferences)
Talks
| Date | Event | Conference | Role | Title | Links |
|---|---|---|---|---|---|
| Jul 11, 2024 | PyData Eindhoven 2024 | PyData | talk | How I lost 1000€ betting on CS:GO with machine learning and Python | Video |
| Nov 11, 2023 | PyCon Ireland 2023 | PyCon (national Python conferences) | talk | How I lost 1000 euros betting on CS:GO with machine learning as Intercom People have been using "machine learning" for sports betting for decades. Logistic regression applied to horse racing made a bettor a multi-millionaire in the…Show lessPeople have been using "machine learning" for sports betting for decades. Logistic regression applied to horse racing made a bettor a multi-millionaire in the 80s. While fun, betting is a losing proposition for most. The house always wins, right? With a friend, I thought we could beat the house... | |
| Jun 2, 2023 | PyData London 2023 | PyData | talk | Deploying Real-Time Machine Learning Models Using Serverless AWS as Intercom In this presentation, I will show how to use AWS Lambda and API Gateway to deploy real-time machine learning models developed in Python. I will use these tools…Show lessIn this presentation, I will show how to use AWS Lambda and API Gateway to deploy real-time machine learning models developed in Python. I will use these tools to create a serverless web endpoint and serve model predictions with high availability/scalability. | |
| Jun 17, 2022 | PyData London 2022 | PyData | talk | Unlocking the power of gradient-boosted trees (using LightGBM) as Wildlife Studios Gradient-boosted trees (XGBoost, LightGBM, Catboost) have become the staple of machine learning for tabular datasets. While most data scientists have made use…Show lessGradient-boosted trees (XGBoost, LightGBM, Catboost) have become the staple of machine learning for tabular datasets. While most data scientists have made use of them at some point, many don’t know the true power those Python libraries provide. |
Frequent co-speakers
| Speaker | Shared events | Shared talks | Last together |
|---|---|---|---|
| Ade Idowu | 2 | — | 2023 |
| Alexander CS Hendorf | 2 | — | 2023 |
| Cheuk Ting Ho | 2 | — | 2023 |
| Ian Ozsvald | 2 | — | 2023 |
| James Powell | 2 | — | 2023 |
| Jim Dowling | 2 | — | 2023 |
| Laszlo Sragner | 2 | — | 2023 |
| Marysia Winkels | 2 | — | 2023 |
| Natan Mish | 2 | — | 2023 |
| Theodore Meynard | 2 | — | 2023 |
| Valerio Maggio | 2 | — | 2023 |
| vincenzo crescimanna | 2 | — | 2023 |
Speakers with the same name are merged into one entry, so this page may combine more than one person. Affiliations are shown as each conference listed them.