FREE CRASH COURSES
Pick Your Learning Track
Email courses to fast-track your data career. Choose the role you're aiming for.
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Data Analyst
5-Day Crash Course
For career switchers and non-technical professionals.
The FIRST Technical Skill to Learn
SQL, Excel, Python — ranked by demand
3-Step Roadmap to Land a Job
Skills, portfolio, visibility
BIGGEST Myths of Data Analysts
What the job actually looks like
What you'll get
- Day 13 Biggest Fears About Becoming a DA
- Day 2What Data Analysts Actually Do
- Day 3The First Technical Skills to Master
- Day 43 Secrets to Accelerate Your Learning
- Day 5My Roadmap to Stand Out to Employers
Coming Soon
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Data Engineer
10-Day Crash Course
For analysts and developers ready to build pipelines.
What Data Engineers Actually Build
Pipelines, systems, infrastructure
The Tools That Matter Most
Airflow, dbt, Spark — ranked
How to Break Into DE
Analyst or SWE — here's your path
What you'll get
- Day 1What Data Engineers Actually Do
- Day 2The Data Engineering Lifecycle Explained
- Day 3Essential Tools Every DE Uses
- Day 4How Data Gets Stored
- Day 5Data Modeling for Engineers
- Day 6ETL/ELT and Orchestration
- Day 7Transformations and Data Quality
- Day 8Big Data and Streaming
- Day 9Production Pipeline Capstone
- Day 10How to Land a DE Job
Coming Soon
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Data Scientist
10-Day Crash Course
For analysts and engineers moving into modeling.
What Data Scientists Actually Build
Models, pipelines, predictions
The Tools That Matter Most
Python, sklearn, SQL — ranked
How to Break Into DS
Analyst or SWE — here's your path
What you'll get
- Day 1What Data Scientists Actually Do
- Day 2The Data Science Lifecycle Explained
- Day 3Essential Tools Every DS Uses
- Day 4The Statistics You Actually Need
- Day 5Exploratory Data Analysis in Practice
- Day 6Machine Learning Fundamentals
- Day 7Model Training and Evaluation
- Day 8Feature Engineering That Actually Matters
- Day 9Real-World DS Project
- Day 10How to Land a DS Job
