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Data Scientist
Combine programming, statistics, and ML to extract insight and build predictive systems.
$110k – $180k Very High demand
Generate My Data Scientist Roadmap Core Skills
- Python
- Statistics
- ML
- SQL
- Pandas
- Scikit-learn
Project Ideas
- House price prediction
- Customer segmentation
- Recommender system
- Time series forecasting
- Kaggle competition entry
Topics You'll Master
1Python for data science
2Probability & statistics
3Linear algebra essentials
4Pandas, NumPy, Matplotlib
5Scikit-learn ML
6Feature engineering
7Model evaluation
8Intro to deep learning
9MLOps basics
10Communicating results