Josu Alonso

Blog about data and artificial intelligence topics

For a Spanish version of these articles, please do not hesitate to visit my Medium profile.

Fine-tuning HuggingFace Transformers for Text Classification

Creating your own text classification API using HuggingFace Transformers and Flask

32 min read · March 5, 2023

2023 · nlp python mlops pytorch deep learning
Sentiment Analysis with Statistical Methods

Using statistical methods to perform sentiment analysis on a dataset of reviews might be simpler than you think.

16 min read · February 12, 2023

2023 · nlp python
Streamlit your Data Science application into AWS

Deploy your Streamlit application into AWS and create easily a Data Science web app

14 min read · January 14, 2023

2023 · mlops aws python
Dealing with Imbalanced Datasets

Imbalanced datasets can lead to 99% precision and 0% predictive power, how could we then fit our models?

11 min read · January 8, 2023

2023 · data preparation pytorch python
Explicit and Implicit Collaborative Filtering

How can we get to the best recommendation possible when little to no reviews are available?

23 min read · July 30, 2022

2022 · python deep learning pytorch recommender system e-commerce