Day 1 — The Analyst’s Workflow
The Analyst’s Workflow
Workflow Lab
Day 3 — Pandas III
Pandas III
Pandas III Lab
Day 5 — Data Quality at Scale
Data Quality at Scale
Data Quality Lab
Day 6 — Metrics Design
Metrics Design
Metrics Design Lab
Day 7 — Cohort Analysis
Cohort Analysis
Cohort Analysis Lab
Day 8 — Funnel Analysis
Funnel Analysis
Funnel Analysis Lab
Day 9 — Time Series I
Time Series I
Time Series I Lab
Day 10 — Time Series II
Time Series II
Time Series II Lab
Day 11 — Distributions
Distributions
Distributions Lab
Day 13 — Experiment Design
Experiment Design
Experiment Design Lab
Day 14 — Experiment Analysis
Experiment Analysis
Experiment Analysis Lab
Day 15 — Causal Inference I
Causal Inference I
Causal Inference I Lab
Day 16 — Causal Inference II
Causal Inference II
Causal Inference II Lab
Day 17 — Forecasting Basics
Forecasting Basics
Forecasting Lab
Day 18 — Communicating Results
Communicating Results
Communication Lab
Day 19 — End-to-End Analysis
End-to-End Analysis
End-to-End Lab
Day 20 — Regression Diagnostics
Regression Diagnostics
Diagnostics Lab
Day 21 — Regularisation
Regularisation
Regularisation Lab
Day 22 — Tree Models
Tree Models
Tree Models Lab
Day 23 — Segmentation & Clustering
Segmentation & Clustering
Clustering Lab
Day 24 — Dashboards & Metric Systems
Dashboards & Metric Systems
Dashboards Lab