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[ CoursePig com ] Udemy - Data-driven Product Management with R
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1. Welcome
1. Welcome to the Course.mp4
1. Welcome to the Course.srt
10. Creating Reports using Notebooks
1. Introduction to R Notebooks.mp4
1. Introduction to R Notebooks.srt
2. Basic Text Formatting.mp4
2. Basic Text Formatting.srt
3. Setting up and using R Notebooks.mp4
3. Setting up and using R Notebooks.srt
2. Getting Started with R and R Studio
1. Getting Started with R and R Studio.mp4
1. Getting Started with R and R Studio.srt
2. Using R Scripts.mp4
2. Using R Scripts.srt
3. Managing R Packages.mp4
3. Managing R Packages.srt
4. Projects in R Studio.mp4
4. Projects in R Studio.srt
hello_world.R
hf_module_2_hello_world.Rmd
hf_module_3_data_preparation.Rmd
hf_module_4_EDA.Rmd
hf_module_5_segmentation.Rmd
hf_module_6_cohorts.Rmd
hf_module_7_outlier_analysis.Rmd
hf_module_8_data_visualization.Rmd
hf_module_9_creating_reports.Rmd
hustlefunds_sales.csv
hustlefunds_timeseries.csv
hustlefunds_usage.csv
3. Facilitating Collaborative Decision Making
1. Facilitating Collaborative Decision Making.mp4
1. Facilitating Collaborative Decision Making.srt
2. Reading Data from Spreadsheets.mp4
2. Reading Data from Spreadsheets.srt
3. Combining Inter-departmental Data.mp4
3. Combining Inter-departmental Data.srt
4. Data Visualization 101.mp4
4. Data Visualization 101.srt
4. Preparing Data for Analysis
1. Introduction to Data Preparation Using Tidyverse.mp4
1. Introduction to Data Preparation Using Tidyverse.srt
2. Standardizing Variable Names.mp4
2. Standardizing Variable Names.srt
3. Formatting Variables and Data.mp4
3. Formatting Variables and Data.srt
4. Slicing and Dicing - Extracting Columns.mp4
4. Slicing and Dicing - Extracting Columns.srt
5. Slicing and Dicing - Extracting Rows.mp4
5. Slicing and Dicing - Extracting Rows.srt
5. Hone your Instincts with Data
1. Honing your instincts.mp4
1. Honing your instincts.srt
2. Introduction to EDA.mp4
2. Introduction to EDA.srt
3. Enumerating all Variables.mp4
3. Enumerating all Variables.srt
4. Listing all Variable Properties.mp4
4. Listing all Variable Properties.srt
5. Studying Correlations.mp4
5. Studying Correlations.srt
6. Summarizing Data.mp4
6. Summarizing Data.srt
7. Creating Pivot Tables.mp4
7. Creating Pivot Tables.srt
8. Preparing a summary table.mp4
8. Preparing a summary table.srt
6. Studying Customer Segments
1. Introduction to Customer Segmentation.mp4
1. Introduction to Customer Segmentation.srt
2. Creating Business Indicators.mp4
2. Creating Business Indicators.srt
3. Visualize Customer Segments.mp4
3. Visualize Customer Segments.srt
7. Studying Customer Cohorts
1. Introduction to Cohort Analysis.mp4
1. Introduction to Cohort Analysis.srt
2. Generating a Cohort Table.mp4
2. Generating a Cohort Table.srt
3. Creating a Cohort Chart.mp4
3. Creating a Cohort Chart.srt
8. Studying Outliers
1. Introduction to Outlier Analysis.mp4
1. Introduction to Outlier Analysis.srt
2. Identifying Outliers Using the IQR Method.mp4
2. Identifying Outliers Using the IQR Method.srt
3. Visualizing Outliers Using Histograms.mp4
3. Visualizing Outliers Using Histograms.srt
4. Visualizing Outliers Using Boxplots.mp4
4. Visualizing Outliers Using Boxplots.srt
5. Adding Labels to Box Plots.mp4
5. Adding Labels to Box Plots.srt
9. Telling Stories with Data
1. Introduction to Grammar of Graphics.mp4
1. Introduction to Grammar of Graphics.srt
2. Words to Charts.mp4
2. Words to Charts.srt
3. Preparing Data for Visualization.mp4
3. Preparing Data for Visualization.srt
4. Introduction to Layers in ggplot.mp4
4. Introduction to Layers in ggplot.srt
5. Building a 2-layer Plot - Part 1.mp4
5. Building a 2-layer Plot - Part 1.srt
6. Building a 2-layer Plot - Part 2.mp4
6. Building a 2-layer Plot - Part 2.srt
7. Labeling a Stacked Bar Chart.mp4
7. Labeling a Stacked Bar Chart.srt
8. Using non-traditional Aesthetics.mp4
8. Using non-traditional Aesthetics.srt
9. Standardize visualizations with themes.mp4
9. Standardize visualizations with themes.srt
Bonus Resources.txt
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