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Collection of Data Science learning, example and tutorial files.

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6 Commits
R_Programming
R_Programming
 
 
Data_Science_01_Data_Preparation_01_Index.ipynb
Data_Science_01_Data_Preparation_01_Index.ipynb
 
 
Data_Science_01_Data_Preparation_01_Selecting_Filtering.ipynb
Data_Science_01_Data_Preparation_01_Selecting_Filtering.ipynb
 
 
Data_Science_01_Data_Preparation_02_Missing_values.ipynb
Data_Science_01_Data_Preparation_02_Missing_values.ipynb
 
 
Data_Science_01_Data_Preparation_03_Duplicates.ipynb
Data_Science_01_Data_Preparation_03_Duplicates.ipynb
 
 
Data_Science_01_Data_Preparation_04_Concatenate_Transform.ipynb
Data_Science_01_Data_Preparation_04_Concatenate_Transform.ipynb
 
 
Data_Science_01_Data_Preparation_05_Grouping_Aggregation.ipynb
Data_Science_01_Data_Preparation_05_Grouping_Aggregation.ipynb
 
 
Data_Science_01_Data_Preparation_06_Melt.ipynb
Data_Science_01_Data_Preparation_06_Melt.ipynb
 
 
Data_Science_01_Data_Preparation_07_Memory_Optimization.ipynb
Data_Science_01_Data_Preparation_07_Memory_Optimization.ipynb
 
 
Data_Science_02_Data_Visualization_01_Standard_Graphics.ipynb
Data_Science_02_Data_Visualization_01_Standard_Graphics.ipynb
 
 
Data_Science_02_Data_Visualization_02_Elements_of_Plot.ipynb
Data_Science_02_Data_Visualization_02_Elements_of_Plot.ipynb
 
 
Data_Science_02_Data_Visualization_03_Plot_Formatting.ipynb
Data_Science_02_Data_Visualization_03_Plot_Formatting.ipynb
 
 
Data_Science_02_Data_Visualization_03_Seaborn_FacetGrid.ipynb
Data_Science_02_Data_Visualization_03_Seaborn_FacetGrid.ipynb
 
 
Data_Science_02_Data_Visualization_04_Labels_Annotations.ipynb
Data_Science_02_Data_Visualization_04_Labels_Annotations.ipynb
 
 
Data_Science_02_Data_Visualization_05_Time_Series.ipynb
Data_Science_02_Data_Visualization_05_Time_Series.ipynb
 
 
Data_Science_02_Data_Visualization_06_Statistical_Data_Graphs.ipynb
Data_Science_02_Data_Visualization_06_Statistical_Data_Graphs.ipynb
 
 
Data_Science_03_Basic_Math_Statistics_01_Simple_Arithmetic.ipynb
Data_Science_03_Basic_Math_Statistics_01_Simple_Arithmetic.ipynb
 
 
Data_Science_03_Basic_Math_Statistics_02_Multiplying_matrices_and_basic_linear_algebra.ipynb
Data_Science_03_Basic_Math_Statistics_02_Multiplying_matrices_and_basic_linear_algebra.ipynb
 
 
Data_Science_03_Basic_Math_Statistics_03_Summary_Statistics.ipynb
Data_Science_03_Basic_Math_Statistics_03_Summary_Statistics.ipynb
 
 
Data_Science_03_Basic_Math_Statistics_04_Categorical_Variables.ipynb
Data_Science_03_Basic_Math_Statistics_04_Categorical_Variables.ipynb
 
 
Data_Science_03_Basic_Math_Statistics_05_Correlation_Metrics.ipynb
Data_Science_03_Basic_Math_Statistics_05_Correlation_Metrics.ipynb
 
 
Data_Science_04_Data_Sourcing_01_Web_Scraping.ipynb
Data_Science_04_Data_Sourcing_01_Web_Scraping.ipynb
 
 
Data_Science_04_Data_Sourcing_02_Google_Sheets.ipynb
Data_Science_04_Data_Sourcing_02_Google_Sheets.ipynb
 
 
Python_Data_Science_Essencial_Training_Part_2_Chapter_3.ipynb
Python_Data_Science_Essencial_Training_Part_2_Chapter_3.ipynb
 
 
README.md
README.md
 
 

Repository files navigation

Data Science

Data Preparation

  • 01_Index
  • 01_Selecting_Filtering
  • 02_Missing_values
  • 03_Duplicates
  • 04_Concatenate_Transform
  • 05_Grouping_Aggregation
  • 06_Melt
  • 07_Memory_Optimization

Data Visualization

  • 01_Standard_Graphics
  • 02_Elements_of_Plot
  • 03_Plot_Formatting
  • 04_Labels_Annotations
  • 05_Time_Series
  • 06_Statistical_Data_Graphs

Basic Math Statistics

  • 01_Simple_Arithmetic
  • 02_Multiplying_matrices_and_basic_linear_algebra
  • 03_Summary_Statistics
  • 04_Categorical_Variables
  • 05_Correlation_Metrics
  • 04_Basic_Math_Statistics_01_Web_Scraping

Data Sourcing

  • 01_Web_Scraping
  • 02_Google_Sheets

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Data Sources

Resources

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Collection of Data Science learning, example and tutorial files.

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data-science machine-learning statistics data-visualization

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