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Data Scientist Roadmap πŸ“ˆ

πŸ“‚ Python Basics
βˆŸπŸ“‚ Numpy & Pandas
βˆŸπŸ“‚ Data Cleaning
βˆŸπŸ“‚ Data Visualization (Seaborn, Plotly)
βˆŸπŸ“‚ Statistics & Probability
βˆŸπŸ“‚ Machine Learning (Sklearn)
βˆŸπŸ“‚ Deep Learning (TensorFlow / PyTorch)
βˆŸπŸ“‚ Model Deployment
βˆŸπŸ“‚ Real-World Projects
βˆŸβœ… Apply for Data Science Roles

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