- Mini Project
- 1A Car Sales Prediction: https://nbviewer.jupyter.org/github/bruceli-rw0/fourthbrain-machine-learning/blob/master/_mini-projects/1A-sales-prediction/1A-car-sales-predictions.html
- 1B Walmart labs inventory: https://nbviewer.jupyter.org/github/bruceli-rw0/fourthbrain-machine-learning/blob/master/_mini-projects/1B-walmart-inventory/1B-Walmart-labs-inventory.html
- Supervised - Regression
- Gradient Descent for Housing Price: https://nbviewer.jupyter.org/github/bruceli-rw0/fourthbrain-machine-learning/blob/master/1-supervised-reg/1-multivariate-linear-reg.html
- Covid-19 Predictions: https://nbviewer.jupyter.org/github/bruceli-rw0/fourthbrain-machine-learning/blob/master/1-supervised-reg/2-covid-predictions-for-Chicago.html
- Supervised - Classification
- SVM: https://nbviewer.jupyter.org/github/bruceli-rw0/fourthbrain-machine-learning/blob/master/2-supervised-clf/1-svm.html
- Bank data assessment: https://nbviewer.jupyter.org/github/bruceli-rw0/fourthbrain-machine-learning/blob/master/2-supervised-clf/2-bank-credit-data-wrangling-and-classification.html
- Unsupervised