Data Analytics Program - Danske (For learners up to 2023-09)

Module 1: Introduction to core Data Analysis tools

3%

Sprint 1

Structured approach to data analysis

5%

Sprint 2

Analyst toolkit. Spreadsheets

7%

Sprint 3

Analyst toolkit. SQL and databases

8%

Sprint 4

Analyst toolkit. Advanced SQL and databases

Module 2: Communicating Analysis Results

8%

Sprint 1

Visualising Data Using Tableau

5%

Sprint 2

Presentations & Soft skills

Modules 3-4 (modules A & B can be taken in any order):

8%

Module A

Data analysis and visualisation with Python

17%

Module B

Funnels, AB tests (5%); Linear & logistic regression (7%); Risk Analyst (5%)

Module 5: Main Analysis Types (Danske)

5%

Sprint 1

Cohorts, Retention, Churn

5%

Sprint 2

CLV (Customer Lifetime Value), Customer segmentation, RFM (recency, frequency & monetary value)

Specialisation modules (modules A-E can be taken in any order)

5%

Module A

Financial Analyst

5%

Module B

Product analyst

5%

Module C

Marketing analyst

5%

Module D

Payments, Monetisation Analyst

9%

Module E

Capstone project