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

Other

Size

1.5 GB

Seeders

0

Leechers

0

Files

98

Category

Other

Added

02/14/22 at 8:41pm GMT+1

Status

Verified by VeriPLUS

Infohash

699016891fd4982f7b74d921b25170293c34d355

Direct link Torrent file Download now

Description

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

If You Need More Stuff, kindly Visit and Support Us -->> https://FreeCourseWeb.com

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 3h 32m | Size: 1.32 GB

Analytics is a big part of how the world does data science. But did you know that you can use applications like Excel, R, and Power BI for high-dimensional data reduction with machine learning models and algorithms? In this course, instructor Helen Wall gives you an overview of machine learning and data reduction techniques that enable you to analyze large datasets and determine trends with a variety of different classifications.

Learn about machine learning models like clusters and anomaly detection algorithms. Find out more about distance, dimensionality, and granularity, as you explore dimensional and numerical data reduction techniques, analytic models, and visualization tools in Excel, R, and Power BI. Along the way, get tips on how to integrate your methods so you can scale them for sharing with a wider audience.

If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com

Get More Tutorials and Support Us -->> https://CourseWikia.com

We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...

File list

[ CoursePig.com ] Linkedin - Machine Learning with Data Reduction in Excel, R, and Power BI
~Get Your Files Here !/01 - Introduction/01 - Use data reduction for valuable insights.mp4 6 MB
~Get Your Files Here !/01 - Introduction/01 - Use data reduction for valuable insights.mp4.jpg 174.9 KB
~Get Your Files Here !/01 - Introduction/01 - Use data reduction for valuable insights.srt 2 KB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4 1.5 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know.srt 1.4 KB
~Get Your Files Here !/01 - Introduction/03 - Introducing the course project.mp4 9.8 MB
~Get Your Files Here !/01 - Introduction/03 - Introducing the course project.srt 4 KB
~Get Your Files Here !/01 - Introduction/04 - Configuring Excel Solver Add-in.mp4 4.3 MB
~Get Your Files Here !/01 - Introduction/04 - Configuring Excel Solver Add-in.srt 3 KB
~Get Your Files Here !/01 - Introduction/05 - Working with R.mp4 18.3 MB
~Get Your Files Here !/01 - Introduction/05 - Working with R.srt 10.2 KB
~Get Your Files Here !/01 - Introduction/06 - Configuring R in Power BI.mp4 11.8 MB
~Get Your Files Here !/01 - Introduction/06 - Configuring R in Power BI.srt 5.8 KB
~Get Your Files Here !/02 - 1. Working with Large Datasets/01 - AI and machine learning.mp4 16.4 MB
~Get Your Files Here !/02 - 1. Working with Large Datasets/01 - AI and machine learning.srt 11.7 KB
~Get Your Files Here !/02 - 1. Working with Large Datasets/02 - Numerosity.mp4 23.8 MB
~Get Your Files Here !/02 - 1. Working with Large Datasets/02 - Numerosity.srt 11 KB
~Get Your Files Here !/02 - 1. Working with Large Datasets/03 - Dimensionality.mp4 17.8 MB
~Get Your Files Here !/02 - 1. Working with Large Datasets/03 - Dimensionality.srt 9.1 KB
~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/04 - Aggregating or grouping data.srt 12.9 KB
~Get Your Files Here !/02 - 1. Working with Large Datasets/05 - Histograms.mp4 19.8 MB
~Get Your Files Here !/02 - 1. Working with Large Datasets/05 - Histograms.srt 7.9 KB
~Get Your Files Here !/02 - 1. Working with Large Datasets/06 - Binning.mp4 14 MB
~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/07 - Correlation and covariance.mp4 31.6 MB
~Get Your Files Here !/02 - 1. Working with Large Datasets/07 - Correlation and covariance.srt 13.9 KB
~Get Your Files Here !/02 - 1. Working with Large Datasets/08 - Challenge Getting the data.mp4 3.7 MB
~Get Your Files Here !/02 - 1. Working with Large Datasets/08 - Challenge Getting the data.srt 2 KB
~Get Your Files Here !/02 - 1. Working with Large Datasets/09 - Solution Getting the data.mp4 7.2 MB
~Get Your Files Here !/02 - 1. Working with Large Datasets/09 - Solution Getting the data.srt 3.1 KB
~Get Your Files Here !/03 - 2. Clustering/01 - Calculating distances.mp4 28.5 MB
~Get Your Files Here !/03 - 2. Clustering/01 - Calculating distances.srt 11.5 KB
~Get Your Files Here !/03 - 2. Clustering/02 - Hierarchical clustering.mp4 52.2 MB
~Get Your Files Here !/03 - 2. Clustering/02 - Hierarchical clustering.srt 12 KB
~Get Your Files Here !/03 - 2. Clustering/03 - Heatmaps and dendrograms.mp4 20.7 MB
~Get Your Files Here !/03 - 2. Clustering/03 - Heatmaps and dendrograms.srt 8.2 KB
~Get Your Files Here !/03 - 2. Clustering/04 - K-means clustering in one dimension.mp4 40.7 MB
~Get Your Files Here !/03 - 2. Clustering/04 - K-means clustering in one dimension.srt 12.8 KB
~Get Your Files Here !/03 - 2. Clustering/05 - K-means clustering in two dimensions.mp4 17.1 MB
~Get Your Files Here !/03 - 2. Clustering/05 - K-means clustering in two dimensions.srt 7.3 KB
~Get Your Files Here !/03 - 2. Clustering/06 - Determining k.mp4 28.2 MB
~Get Your Files Here !/03 - 2. Clustering/06 - Determining k.srt 11.7 KB
~Get Your Files Here !/03 - 2. Clustering/07 - Challenge Clustering.mp4 2 MB
~Get Your Files Here !/03 - 2. Clustering/07 - Challenge Clustering.srt 1.2 KB
~Get Your Files Here !/03 - 2. Clustering/08 - Solution Clustering.mp4 28.5 MB
~Get Your Files Here !/03 - 2. Clustering/08 - Solution Clustering.srt 10.9 KB
~Get Your Files Here !/04 - 3. PCA/01 - Visualizing PCA.mp4 34.8 MB
~Get Your Files Here !/04 - 3. PCA/01 - Visualizing PCA.srt 12.9 KB
~Get Your Files Here !/04 - 3. PCA/02 - Using Excel Solver to find solutions.mp4 18.3 MB
~Get Your Files Here !/04 - 3. PCA/02 - Using Excel Solver to find solutions.srt 8 KB
~Get Your Files Here !/04 - 3. PCA/03 - Solving for principal components axes.mp4 18.4 MB
~Get Your Files Here !/04 - 3. PCA/03 - Solving for principal components axes.srt 3.9 KB
~Get Your Files Here !/04 - 3. PCA/04 - Eigenvalues.mp4 16.1 MB
~Get Your Files Here !/04 - 3. PCA/04 - Eigenvalues.srt 8.3 KB
~Get Your Files Here !/04 - 3. PCA/05 - Eigenvectors.mp4 27.9 MB
~Get Your Files Here !/04 - 3. PCA/05 - Eigenvectors.srt 13.8 KB
~Get Your Files Here !/04 - 3. PCA/06 - PCA projection space.mp4 24.3 MB
~Get Your Files Here !/04 - 3. PCA/06 - PCA projection space.srt 8.6 KB
~Get Your Files Here !/04 - 3. PCA/07 - Scree plot.mp4 6.8 MB
~Get Your Files Here !/04 - 3. PCA/07 - Scree plot.srt 3.5 KB
~Get Your Files Here !/04 - 3. PCA/08 - Challenge PCA.mp4 2.1 MB
~Get Your Files Here !/04 - 3. PCA/08 - Challenge PCA.srt 1.2 KB
~Get Your Files Here !/04 - 3. PCA/09 - Solution PCA.mp4 14.1 MB
~Get Your Files Here !/04 - 3. PCA/09 - Solution PCA.srt 5.8 KB
~Get Your Files Here !/05 - 4. Selecting Dimensions/01 - Analyzing potential model dimensions.mp4 30 MB
~Get Your Files Here !/05 - 4. Selecting Dimensions/01 - Analyzing potential model dimensions.srt 10.8 KB
~Get Your Files Here !/05 - 4. Selecting Dimensions/02 - Removing or replacing null values.mp4 15.4 MB
~Get Your Files Here !/05 - 4. Selecting Dimensions/02 - Removing or replacing null values.srt 5.8 KB
~Get Your Files Here !/06 - 5. Power BI and R/01 - Setting up R in Power Query Editor.mp4 16 MB
~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 !/06 - 5. Power BI and R/02 - Creating custom code with R standard visual.mp4 14.3 MB
~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 !/06 - 5. Power BI and R/03 - Challenge Power BI.mp4 1.4 MB
~Get Your Files Here !/06 - 5. Power BI and R/03 - Challenge Power BI.srt 623 B
~Get Your Files Here !/06 - 5. Power BI and R/04 - Solution Power BI.mp4 23.4 MB
~Get Your Files Here !/06 - 5. Power BI and R/04 - Solution Power BI.srt 9.3 KB
~Get Your Files Here !/07 - Conclusion/01 - Next steps.mp4 2.7 MB
~Get Your Files Here !/07 - Conclusion/01 - Next steps.srt 2.3 KB
~Get Your Files Here !/Bonus Resources.txt 386 B
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_02_begin/Numerosity and Dimensionality.R 117 B
~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_02_end/01_04_begin/Grouping.R 119 B
~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_02_end/Numerosity and Dimensionality.R 166 B
~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_begin/Numerosity and Dimensionality.R 166 B
~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_03_end/Numerosity and Dimensionality.R 300 B
~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_04_begin/Grouping.R 117 B
~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_04_end/Grouping.R 670 B
~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_05_begin/Histogram.R 1.3 KB
~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 !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_05_end/Histogram.R 407 B
~Get Your Files Here !/Ex_Files_ML_with_Data_Reduction_Excel_R_Power_BI/Exercise Files/01_05_end/Histogram.xlsx 75.6 MB