2025-11-09
2025-11-16
Python libraries (a quick how-to)
using add-ons for Python : installing + importing + programming
2025-11-16
Exploratory data analysis (colab notebook)
notebook about data transformation and model building
2025-11-23
Machine learning (colab notebook 1)
first notebook about machine learning (supervised + unsupervised) with case study and exercise
2025-12-06
Machine learning (colab notebook 2)
second notebook about machine learning (another case study + multiple linear regression)
2025-12-07
Machine learning (colab notebook 3)
third notebook about machine learning (clustering and connecting to an LLM)
2025-12-14
NLP (colab notebook)
notebook about NLP and frequency-based vectorization methods (bag of words + TF/IDF)
2025-12-20
Vectorization (colab notebook)
notebook about vectorization with Gensim + Word2Vec and sentiment analysis with BERT + BART