Career transition
From Data Analyst to Data Scientist
Around 68% of the skills overlap. Most people make this move in 6–12 months.
Skills you already have
- • SQL
- • Python basics
- • Statistics
- • Business storytelling
Gaps to close
- • Machine learning models
- • Experiment design
- • MLOps basics
First 3 steps
- 1. Ship one ML project on a real dataset
- 2. Learn scikit-learn and model evaluation
- 3. Propose a predictive use case at work
Overlap percentages are general estimates, not based on your CV. Upload your CV for a personal score.
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