Machine learning studies from the IGTI website.
All files were based on the course from the cited site.
https://www.igti.com.br/bootcamp/engenheiro-de-machine-learning/
Module 1 (Machine Learning Fundamentals):
- Practical Work: Medical appointment no shows
- Challenge: Predicting wine quality
Module 2 (Predictive Models and Time Series):
- Practical Work: Bike sharing demand
- Challenge: Banknote authentication
Module 3 (Machine Learning Model Selection):
- Practical Work: a. Detecting whether a person has diabetes or not; b. Blood transfusion service center; c. Predicting wine quality
- Challenge: Indian liver patient records
Module 4 (Learning Methodologies):
- Practical Work: Clothing Image Classification (Fashion MNIST)
- Challenge: Classify flowers with transfer learning
Final Challenge:
- Predicting the car make