#Machine Learning Course 25-11-202 -- xx-01-2022
Machine Learning Course
- (25/11/2021)DG 4 ore: Introduzione Generale ML-AI PDF_1,PDF_2,PDF_3
- (30/11/2021))DG 3 ore: Oggetti Python
- (04/12/2021)DG 3 ore: Matplotlib
- (09/12/2021)DG 3:00 ore: Seaborn + Iris:
,
- (15/12/2021)DG 3:00 ore: Tips + Boston dataset
,
- (17/112/2021)DG 3 ore: Real case Regression:
- (16/12/2021)MR 3 ore: PythonColabIntro
, Class Notes
, Numpy
- (22/12/2021)MR 3 ore: Pandas + Plotly Pandas Dettaglio:
, Esercizio:
Esempio in Classe Pandas Covid
,
- (10/01/2022)MR 3:00 ore: Regressione Lineare
Video Setup Windows Python Global Variable Esercizio Regressione Lineare
- (12/01/2022)MR 3:00 ore: Categorical Variable and Pipeline
Cross-validation with Pipeline Regression example
Esercizio Regressione Pipeline
- (04/11/2021)MR 3:00 ore: Project Covid Mask Classifier Part1
Class Notes
- (18/02/2022) DG 4:00 ore: Random Forest - Titanic dataset
,
,
- (08/11/2021)MR 3 ore: Github + Smartgit + Face Detector HaarCascade Project Covid Mask Classifier_Part2
Support Vector Machine
Mask-Classifier class project
- (20/01/2022) DG 3:00 ore: SMOTE - CLustering - PCA
- MR 3 ore: Face Detector HaarCascade + Mask Classifier Project Covid Mask Classifier_Part3
Final Project Github mask-detector-covid
- MR 3 ore: Cross validation
Final Project Completed -- mask-detector-covid