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/ DV0101EN-1-1-1-Introduction-to-Matplotlib-and-Line-Plots-py-v2.0.ipynb
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puchufo
/ model-evaluation-and-refinement.ipynb
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June 4, 2019 23:04
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/ exploratory-data-analysis.ipynb
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May 29, 2019 23:36
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/ DB0201EN-Week4-2-2-PeerAssign-v5-py.ipynb
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May 27, 2019 18:05
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puchufo
/ gist:63bb2a34831fc4147d8c66ad29b19cd3
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October 21, 2020 16:42
Data Analysis with Python
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| Python libraries for Data Analysis: | |
| 1. Scientific computing libraries: | |
| Pandas -> data structures and tools | |
| Numpy -> array and matrices | |
| Scipy -> integrals, solving differential equations, optimization | |
| 2. Visualization libraries | |
| Matplot -> plots & graphs, most popular | |
| Seaborn -> plots: heat maps, time series, violin plots | |
| 3. Algorithmic libraries | |
| Scikit-learn -> Machine learning: regression, classification,... |
puchufo
/ DB0201EN-Week4-1-1-RealDataPractice-v4-py.ipynb
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May 26, 2019 21:49
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/ DB0201EN-Week3-1-3-SQLmagic-v3-py.ipynb
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May 23, 2019 22:40
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