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Data Analysis Fundamentals & the Data Science Lifecycle
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SQL for Data Science — Queries, Joins, Aggregations & Window Functions
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Python for Data Science — NumPy, Pandas, Matplotlib
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Statistical Analysis — Descriptive & Inferential Statistics
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Hypothesis Testing & A/B Testing
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Data Visualisation — Seaborn, Plotly & Tableau Basics
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Machine Learning Fundamentals with Scikit-Learn
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Business Intelligence & Dashboard Creation
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Storytelling with Data — Communicating Insights
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Working with APIs & Web Scraping for Data Collection
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Time Series Analysis Basics
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Capstone: End-to-end Data Science Project