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
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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 |