All paths
The four paths.
An overview of the full project tree. Academy Pass unlocks all four branches. Every validated project grows your portfolio.
D8A
Choose your path
Business Analyst0/9 validated
✦ Start the free intro →SQL for Business Reporting
Excel & Power Query Data Modeling
Requirements & Process Modeling
Power BI KPI Dashboard
Agile & Jira Project Simulation
Business Case & Financial Modeling
AI-Powered Requirements Assistant
Stakeholder Presentation & Data Storytelling
Capstone: Full BA Engagement
Data Analyst0/5 validated
✦ Start the free intro →SQL Foundations: E-Commerce Analysis
Python for Data Analysis: Online Fashion Retailer
From Raw Data to a Dashboard: Grocery Delivery
Capstone: Your Own Question
Job Search as a Project
Data Engineer0/9 validated
✦ Start the free intro →SQL & Data Modeling Foundations
Python ETL Pipeline
dbt Data Transformation
Airflow Pipeline Orchestration
BigQuery Data Warehouse
Docker & Infrastructure as Code
Streaming with Kafka
AI-Enhanced Data Quality
Capstone: Production Data Platform
Data Scientist0/9 validated
✦ Start the free intro →Python & Statistics Foundations
Supervised Learning
Feature Engineering & XGBoost
Time Series Forecasting
NLP & Text Classification
Deep Learning with PyTorch
MLOps & Deployment
LLM & RAG Application
Capstone: End-to-End ML Product