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Week - 1 |
Introduction to data analysis |
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Week - 2 |
Data science and fundamental concepts |
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Week - 3 |
Data types and data sources |
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Week - 4 |
Data science process and stages |
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Week - 5 |
Data collection and preprocessing |
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Week - 6 |
Data cleansing and formatting |
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Week - 7 |
Data sets |
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Week - 8 |
Statistical data analysis |
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Week - 9 |
Statistical data analysis |
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Week - 10 |
Data visualization tools and techniques |
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Week - 11 |
Graph types and their uses |
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Week - 12 |
Fundamentals of machine learning |
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Week - 13 |
Deep learning and artificial neural networks, Big data and parallel processing |
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Week - 14 |
Data science projects |