[ CoursePig.com ] Linkedin - Machine Learning with Data Reduction in Excel, R, and Power BI

Creation Time	Oct. 26, 2023, 4:38 a.m.
Last Access Time	Sept. 23, 2025, 9:18 p.m.
File Size	1.5 GB
Keywords	and Excel Power Data with CoursePig - BI Linkedin Machine Reduction R Learning in com
Total Requests	61
Total Files	176
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~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/Data Sources/NOAA data (Top 25 metro areas).csv 130.9 MB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_06_end/Histogram.xlsx 75.6 MB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_05_end/Histogram.xlsx 75.6 MB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_06_begin/Histogram.xlsx 75.6 MB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_04_end/Grouping.xlsx 75.4 MB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_03_begin/Numerosity and Dimensionality.xlsx 67.2 MB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_02_end/Numerosity and Dimensionality.xlsx 67.2 MB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_03_end/Numerosity and Dimensionality.xlsx 55.7 MB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_02_begin/Numerosity and Dimensionality.xlsx 54.9 MB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_04_begin/Grouping.xlsx 54.9 MB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_02_end/01_04_begin/Grouping.xlsx 54.9 MB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_05_begin/Histogram.xlsx 54.9 MB
~Get Your Files Here !/03 - 2. Clustering/02 - Hierarchical clustering.mp4 52.2 MB
~Get Your Files Here !/03 - 2. Clustering/04 - K-means clustering in one dimension.mp4 40.7 MB
~Get Your Files Here !/04 - 3. PCA/01 - Visualizing PCA.mp4 34.8 MB
~Get Your Files Here !/02 - 1. Working with Large Datasets/04 - Aggregating or grouping data.mp4 34.7 MB
~Get Your Files Here !/02 - 1. Working with Large Datasets/07 - Correlation and covariance.mp4 31.6 MB
~Get Your Files Here !/05 - 4. Selecting Dimensions/01 - Analyzing potential model dimensions.mp4 30.0 MB
~Get Your Files Here !/03 - 2. Clustering/01 - Calculating distances.mp4 28.5 MB
~Get Your Files Here !/03 - 2. Clustering/08 - Solution Clustering.mp4 28.5 MB
~Get Your Files Here !/03 - 2. Clustering/06 - Determining k.mp4 28.2 MB
~Get Your Files Here !/04 - 3. PCA/05 - Eigenvectors.mp4 27.9 MB
~Get Your Files Here !/04 - 3. PCA/06 - PCA projection space.mp4 24.3 MB
~Get Your Files Here !/02 - 1. Working with Large Datasets/02 - Numerosity.mp4 23.8 MB
~Get Your Files Here !/06 - 5. Power BI and R/04 - Solution Power BI.mp4 23.4 MB
~Get Your Files Here !/03 - 2. Clustering/03 - Heatmaps and dendrograms.mp4 20.7 MB
~Get Your Files Here !/02 - 1. Working with Large Datasets/05 - Histograms.mp4 19.8 MB
~Get Your Files Here !/04 - 3. PCA/03 - Solving for principal components axes.mp4 18.4 MB
~Get Your Files Here !/04 - 3. PCA/02 - Using Excel Solver to find solutions.mp4 18.3 MB
~Get Your Files Here !/01 - Introduction/05 - Working with R.mp4 18.3 MB
~Get Your Files Here !/02 - 1. Working with Large Datasets/03 - Dimensionality.mp4 17.8 MB
~Get Your Files Here !/03 - 2. Clustering/05 - K-means clustering in two dimensions.mp4 17.1 MB
~Get Your Files Here !/02 - 1. Working with Large Datasets/01 - AI and machine learning.mp4 16.4 MB
~Get Your Files Here !/04 - 3. PCA/04 - Eigenvalues.mp4 16.1 MB
~Get Your Files Here !/06 - 5. Power BI and R/01 - Setting up R in Power Query Editor.mp4 16.0 MB
~Get Your Files Here !/05 - 4. Selecting Dimensions/02 - Removing or replacing null values.mp4 15.4 MB
~Get Your Files Here !/06 - 5. Power BI and R/02 - Creating custom code with R standard visual.mp4 14.3 MB
~Get Your Files Here !/04 - 3. PCA/09 - Solution PCA.mp4 14.1 MB
~Get Your Files Here !/02 - 1. Working with Large Datasets/06 - Binning.mp4 14.0 MB
~Get Your Files Here !/01 - Introduction/06 - Configuring R in Power BI.mp4 11.8 MB
~Get Your Files Here !/01 - Introduction/03 - Introducing the course project.mp4 9.8 MB
~Get Your Files Here !/02 - 1. Working with Large Datasets/09 - Solution Getting the data.mp4 7.2 MB
~Get Your Files Here !/04 - 3. PCA/07 - Scree plot.mp4 6.8 MB
~Get Your Files Here !/01 - Introduction/01 - Use data reduction for valuable insights.mp4 6.0 MB
~Get Your Files Here !/01 - Introduction/04 - Configuring Excel Solver Add-in.mp4 4.3 MB
~Get Your Files Here !/02 - 1. Working with Large Datasets/08 - Challenge Getting the data.mp4 3.7 MB
~Get Your Files Here !/07 - Conclusion/01 - Next steps.mp4 2.7 MB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/02_03_end/Hierarchical Clustering.xlsx 2.2 MB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/02_03_begin/Hierarchical Clustering.xlsx 2.2 MB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/02_02_end/Hierarchical Clustering.xlsx 2.2 MB
~Get Your Files Here !/04 - 3. PCA/08 - Challenge PCA.mp4 2.1 MB
~Get Your Files Here !/03 - 2. Clustering/07 - Challenge Clustering.mp4 2.0 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4 1.5 MB
~Get Your Files Here !/06 - 5. Power BI and R/03 - Challenge Power BI.mp4 1.4 MB
~Get Your Files Here !/01 - Introduction/01 - Use data reduction for valuable insights.mp4.jpg 174.9 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/05_04_end/Data Reduction.pbix 152.5 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/Data Sources/GHCND_documentation (from NOAA).pdf 97.5 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/02_02_begin/Hierarchical Clustering.xlsx 63.4 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/03_06_end/PCA.xlsx 50.0 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/02_04_end/KMeans.xlsx 48.9 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/03_06_begin/PCA.xlsx 44.2 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/03_05_end/PCA.xlsx 43.8 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/03_05_begin/PCA.xlsx 43.4 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_07_end/Correlations and Covariances.xlsx 42.5 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/02_04_begin/KMeans.xlsx 42.0 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_07_begin/Correlations and Covariances.xlsx 40.4 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/03_04_end/PCA.xlsx 37.2 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/03_04_begin/PCA.xlsx 37.0 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/03_03_end/PCA.xlsx 36.4 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/03_03_begin/PCA.xlsx 36.3 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/03_02_end/PCA.xlsx 36.3 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/03_02_begin/PCA.xlsx 36.1 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/04_01_end/Model Variables.xlsx 31.4 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/04_02_end/Missing Values.xlsx 30.2 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/05_02_end/Data Reduction.pbix 28.3 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/05_04_begin/Data Reduction.pbix 28.3 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/04_01_begin/Model Variables.xlsx 27.5 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/02_01_end/Hierarchical Clustering.xlsx 27.4 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/05_01_end/Data Reduction.pbix 27.3 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/05_02_begin/Data Reduction.pbix 27.3 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/04_02_begin/Missing Values.xlsx 26.2 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/03_01_end/PCA.xlsx 21.5 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/02_01_begin/Hierarchical Clustering.xlsx 20.0 KB
~Get Your Files Here !/02 - 1. Working with Large Datasets/07 - Correlation and covariance.srt 13.9 KB
~Get Your Files Here !/04 - 3. PCA/05 - Eigenvectors.srt 13.8 KB
~Get Your Files Here !/02 - 1. Working with Large Datasets/04 - Aggregating or grouping data.srt 12.9 KB
~Get Your Files Here !/04 - 3. PCA/01 - Visualizing PCA.srt 12.9 KB
~Get Your Files Here !/03 - 2. Clustering/04 - K-means clustering in one dimension.srt 12.8 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/03_01_begin/PCA.xlsx 12.4 KB
~Get Your Files Here !/03 - 2. Clustering/02 - Hierarchical clustering.srt 12.0 KB
~Get Your Files Here !/03 - 2. Clustering/06 - Determining k.srt 11.7 KB
~Get Your Files Here !/02 - 1. Working with Large Datasets/01 - AI and machine learning.srt 11.7 KB
~Get Your Files Here !/03 - 2. Clustering/01 - Calculating distances.srt 11.5 KB
~Get Your Files Here !/02 - 1. Working with Large Datasets/02 - Numerosity.srt 11.0 KB
~Get Your Files Here !/03 - 2. Clustering/08 - Solution Clustering.srt 10.9 KB
~Get Your Files Here !/05 - 4. Selecting Dimensions/01 - Analyzing potential model dimensions.srt 10.8 KB
~Get Your Files Here !/01 - Introduction/05 - Working with R.srt 10.2 KB
~Get Your Files Here !/06 - 5. Power BI and R/04 - Solution Power BI.srt 9.3 KB
~Get Your Files Here !/02 - 1. Working with Large Datasets/03 - Dimensionality.srt 9.1 KB
~Get Your Files Here !/04 - 3. PCA/06 - PCA projection space.srt 8.6 KB
~Get Your Files Here !/04 - 3. PCA/04 - Eigenvalues.srt 8.3 KB
~Get Your Files Here !/03 - 2. Clustering/03 - Heatmaps and dendrograms.srt 8.2 KB
~Get Your Files Here !/04 - 3. PCA/02 - Using Excel Solver to find solutions.srt 8.0 KB
~Get Your Files Here !/02 - 1. Working with Large Datasets/06 - Binning.srt 7.9 KB
~Get Your Files Here !/02 - 1. Working with Large Datasets/05 - Histograms.srt 7.9 KB
~Get Your Files Here !/06 - 5. Power BI and R/01 - Setting up R in Power Query Editor.srt 7.6 KB
~Get Your Files Here !/03 - 2. Clustering/05 - K-means clustering in two dimensions.srt 7.3 KB
~Get Your Files Here !/06 - 5. Power BI and R/02 - Creating custom code with R standard visual.srt 5.9 KB
~Get Your Files Here !/01 - Introduction/06 - Configuring R in Power BI.srt 5.8 KB
~Get Your Files Here !/04 - 3. PCA/09 - Solution PCA.srt 5.8 KB
~Get Your Files Here !/05 - 4. Selecting Dimensions/02 - Removing or replacing null values.srt 5.8 KB
~Get Your Files Here !/01 - Introduction/03 - Introducing the course project.srt 4.0 KB
~Get Your Files Here !/04 - 3. PCA/03 - Solving for principal components axes.srt 3.9 KB
~Get Your Files Here !/04 - 3. PCA/07 - Scree plot.srt 3.5 KB
~Get Your Files Here !/02 - 1. Working with Large Datasets/09 - Solution Getting the data.srt 3.1 KB
~Get Your Files Here !/01 - Introduction/04 - Configuring Excel Solver Add-in.srt 3.0 KB
~Get Your Files Here !/07 - Conclusion/01 - Next steps.srt 2.3 KB
~Get Your Files Here !/01 - Introduction/01 - Use data reduction for valuable insights.srt 2.0 KB
~Get Your Files Here !/02 - 1. Working with Large Datasets/08 - Challenge Getting the data.srt 2.0 KB
~Get Your Files Here !/01 - Introduction/02 - What you should know.srt 1.4 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/02_08_end/Challenge.R 1.3 KB
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~Get Your Files Here !/04 - 3. PCA/08 - Challenge PCA.srt 1.2 KB
~Get Your Files Here !/03 - 2. Clustering/07 - Challenge Clustering.srt 1.2 KB
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/03_06_end/PCA.R 1006 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/03_07_end/PCA.R 944 bytes
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~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_04_end/Grouping.R 670 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_07_begin/Correlations and Covariances.R 631 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/02_03_end/Hierarchical Clustering.R 629 bytes
~Get Your Files Here !/06 - 5. Power BI and R/03 - Challenge Power BI.srt 623 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/03_05_end/PCA.R 623 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/03_09_end/Challenge.R 618 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/02_04_end/KMeans (updated setseed from setseeds).R 595 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/04_01_end/KMeans.R 586 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/02_04_end/KMeans.R 580 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/02_05_begin/KMeans.R 580 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/04_01_end/PCA.R 580 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/05_01_begin/KMeans.R 580 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/05_01_end/KMeans.R 579 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/03_06_begin/PCA.R 575 bytes
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~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/03_05_begin/PCA.R 563 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/04_01_begin/KMeans.R 535 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/02_02_end/Hierarchical Clustering.R 517 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/02_03_begin/Hierarchical Clustering.R 517 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/05_02_begin/Hierarchical Clustering.R 512 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/05_02_end/Hierarchical Clustering.R 512 bytes
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~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_06_end/Histogram.R 488 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/05_04_end/Challenge.R 485 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_07_end/Correlations and Covariances.R 479 bytes
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~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/04_02_end/Missing Values.R 442 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/02_04_begin/KMeans.R 439 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/03_04_begin/PCA.R 439 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_05_end/Histogram.R 407 bytes
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~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/02_08_begin/Challenge.R 392 bytes
~Get Your Files Here !/Bonus Resources.txt 386 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/05_04_begin/Challenge.R 371 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/02_01_begin/Hierarchical Clustering.R 367 bytes
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Get Bonus Downloads Here.url 179 bytes
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~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_02_end/01_04_begin/Grouping.R 119 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_02_begin/Numerosity and Dimensionality.R 117 bytes
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_04_begin/Grouping.R 117 bytes

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