DLMDSME01 - Case Study: Model Engineering

Data Science Methodology

Introduction to Data Science Methodology

01_ds_methodology.ipynb (last update: xxxx-xx-xx)

Python Virtual Environments

under construction

Business Goals and ML Model Results

under construction

Data Quality

Introduction to Data Quality

02_data_quality.ipynb (last update: xxxx-xx-xx)

Dealing with Missing Values

under construction

Feature Engineering

Feature Selection

Introduction to Feature Selection

04_feature_selection.ipynb (last update: xxxx-xx-xx)

Building a Predictive Model

Baseline Models

05_pred_model_baseline.ipynb (last update: xxxx-xx-xx)

Avoiding Common Fallacies

AM1_use_case