I'm a Data Scientist with experience in problems that involve time-series, geolocation and text mining.
My curiosity takes me explore the state of the art of several ML models.
I'm interested in problems that involve:
- engineering & IoT,
- signal processing,
- anomaly detection,
- NLP,
- computer vision.
In my github you can find several courses related with:
- Fundaments of Machine Learning,
- Deep Learning (NLP and Computer Vision),
- API's development,
- Big Data using Spark and Scala,
- develop tests using pytest.
To keep up to date, I'm always searching for the new frameworks and methodologies.
- Tensorflow,
- Pytorch (Pyro).
I hope you can find something usefull for you in my repository.
If you have any question, please send me a message in
| Subject | Repository |
|---|---|
| Machine Learning | ML Solutions |
| Time Series with DL | Time Series |
| NLP | Deep Learning |
| NLP no DL | Solve NLP Problems without DL |
| TensorFlow v2 | Intro with supervised learning, ensemble methods, NLP and deploy in production |
| Keras | Keras with MNIS, Word Embeddings and RNN for Text Mining |
| Tensorflow | Tensor Board |
| Pytorch Tutorial | Tutorial |
| Pytorch | Pytorch Recipes |
| PySpark | PySpark |
| Spark | Spark to Big Data Spark Hadoop Kafka Streaming |
| Scala | Scala Projects |
| Api's | Flask |
| Tests using Python | Pytest |
| Automated tests | Tests with Python |
| Streamlit | How to show model results |
| ML Deploy | How to deploy your ML model |
| Databases | MySQL, SQLite |
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent