LEARN · BUILD · GROW

From Data Analyst
to Data Engineer

Data Path Academy is your step-by-step learning platform to build real-world data skills. Master the tools, techniques, and projects you need to go from analyzing data to building the pipelines behind it.

clean_transactions.py
def clean_transactions(data):
    # YOUR CODE HERE
    cleaned = [normalize(row) for row in data]
    return [r for r in cleaned if r.is_valid]

✓ 6/6 test cases passed

Choose Your Learning Path

Two paths. One goal — to help you become a confident, job-ready data professional.

DATA ANALYST

Turn data into insights.

Build your foundation in SQL, data analysis, and visualization. Learn to clean, explore, and present data that drives decisions.

  • SQL from zero through window functions & query optimization
  • Excel, Power Query, and statistics for real analysis
  • Data Visualization principles + Power BI & Tableau
  • A real dashboard project from a messy dataset

DATA ENGINEER

Build the data backbone.

Go beyond analysis. Learn how to design, build, and maintain scalable data pipelines, warehouses, and infrastructure.

  • Python, Advanced SQL, and Data Modeling
  • ETL/ELT, dbt, and Apache Airflow orchestration
  • Cloud (AWS), Docker, and Spark/PySpark
  • 8 progressive projects, ending in a capstone build

Learn by Building, Not Just Watching

Every path ends in real, progressively harder projects — the same ones you'd put on a portfolio.

1
Project 0: Sales Dashboard from a Messy Export
2
Project 1: CSV → PostgreSQL ETL
3
Project 2: REST API → PostgreSQL
4
Project 3: Multi-Source Data Pipeline
5
Project 4: Data Warehouse
6
Project 5: dbt Analytics Engineering Project

Hands-on Practice

Real coding exercises and projects, graded automatically.

Structured Curriculum

From beginner fundamentals to job-ready.

Progress Tracking

XP, mastery scores, and a skill radar to measure growth.

Lifetime Access

Pay once per path, learn at your own pace, anytime.

Simple, One-Time Pricing

No subscriptions. Pay once per path, keep access forever. The first topic in every path is free — try it before you buy.

Data Analyst Path

₱299 one-time

  • 3 topics, lifetime access
  • Free "Introduction" topic to try first
  • Graded coding exercises & quizzes
  • Projects, XP, and progress tracking
Get Data Analyst Path

Data Engineer Path

₱299 one-time

  • 14 topics, lifetime access
  • Free "Introduction" topic to try first
  • Graded coding exercises & quizzes
  • Projects, XP, and progress tracking
Get Data Engineer Path

Why Data Path Academy

Most data courses either start from zero and never get technical, or assume you're already an engineer. Data Path Academy is built for the gap in between: analysts who already know how to work with data and want to build the systems behind it, and complete beginners who want a real, structured path instead of a pile of disconnected tutorials.

Every lesson pairs a real explanation with a graded exercise or project — no lesson is "done" just because you clicked through it. You'll write real SQL against real datasets, run real Python, and ship projects that mirror what the job actually looks like.