GitHub - sonomarina/general_python

Name		Name	Last commit message	Last commit date
01 - Excel Files and CSV into Pandas.ipynb		01 - Excel Files and CSV into Pandas.ipynb
02 - SQL data into Pandas.ipynb		02 - SQL data into Pandas.ipynb
03 - Loading any file (like txt).ipynb		03 - Loading any file (like txt).ipynb
04 - Dealing with huge datasets.ipynb		04 - Dealing with huge datasets.ipynb
05 - Combining data sources.ipynb		05 - Combining data sources.ipynb
11 - Dealing with missing values.ipynb		11 - Dealing with missing values.ipynb
12 - Formatting and deduping data.ipynb		12 - Formatting and deduping data.ipynb
14 - Scaling and binning data.ipynb		14 - Scaling and binning data.ipynb
15 - Advanced Strategies (Schemas).ipynb		15 - Advanced Strategies (Schemas).ipynb
16 - Advanced Strategies (Encoding).ipynb		16 - Advanced Strategies (Encoding).ipynb
21 - Exploratory Data Analysis.ipynb		21 - Exploratory Data Analysis.ipynb
22 - Visualizing the data for EDA.ipynb		22 - Visualizing the data for EDA.ipynb
23 - Using descriptive statistics.ipynb		23 - Using descriptive statistics.ipynb
24 - Selecting subsets.ipynb		24 - Selecting subsets.ipynb
25 - Finding and understanding relationships in data.ipynb		25 - Finding and understanding relationships in data.ipynb
31 - Linear regression.ipynb		31 - Linear regression.ipynb
32 - Decision trees and random forests.ipynb		32 - Decision trees and random forests.ipynb
33 - Machine learning classification.ipynb		33 - Machine learning classification.ipynb
34 - Clustering for deeper data insights.ipynb		34 - Clustering for deeper data insights.ipynb
41 - Validating machine learning models.ipynb		41 - Validating machine learning models.ipynb
42 - Machine learning interpretability.ipynb		42 - Machine learning interpretability.ipynb
43 - Machine learning fairness.ipynb		43 - Machine learning fairness.ipynb
52 - Basics of data visualization.ipynb		52 - Basics of data visualization.ipynb
53 - Visualizing geospatial data.ipynb		53 - Visualizing geospatial data.ipynb
61 - Exporting Visualizations and data.ipynb		61 - Exporting Visualizations and data.ipynb
62 - How to Save Presentations in Jupyter.ipynb		62 - How to Save Presentations in Jupyter.ipynb
63 - Generating PDF Reports.ipynb		63 - Generating PDF Reports.ipynb

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