[ CourseMega.com ] Linkedin - Machine Learning with Logistic Regression in Excel, R, and Power BI
大小
1.46 GB
文件数
155
Info Hash:
B2A244C2ABDCF8C9CDCBD20EB6E2BF4B68A13EBF
收录时间
2025-12-14 12:16:09
更新时间
2025-12-19 11:28:54
文件列表 (155)
Get Bonus Downloads Here.url
180 B
~Get Your Files Here !/1 Introduction/01 Apply logistic regressions to solve problems.en.srt
1.77 KB
~Get Your Files Here !/1 Introduction/01 Apply logistic regressions to solve problems.mp4
10.63 MB
~Get Your Files Here !/1 Introduction/02 What you should know.en.srt
1.24 KB
~Get Your Files Here !/1 Introduction/02 What you should know.mp4
6.24 MB
~Get Your Files Here !/1 Introduction/03 Introduction to the course project.en.srt
2.73 KB
~Get Your Files Here !/1 Introduction/03 Introduction to the course project.mp4
15.24 MB
~Get Your Files Here !/1 Introduction/04 Configuring the Excel Solver Add-in.en.srt
2.7 KB
~Get Your Files Here !/1 Introduction/04 Configuring the Excel Solver Add-in.mp4
16.03 MB
~Get Your Files Here !/1 Introduction/05 Working with R.en.srt
8.67 KB
~Get Your Files Here !/1 Introduction/05 Working with R.mp4
50.57 MB
~Get Your Files Here !/1 Introduction/06 Configuring R in Power BI.en.srt
5.58 KB
~Get Your Files Here !/1 Introduction/06 Configuring R in Power BI.mp4
31.91 MB
~Get Your Files Here !/2 Distributions and Probabilities/07 Introducing AI and logistic regression.en.srt
3.95 KB
~Get Your Files Here !/2 Distributions and Probabilities/07 Introducing AI and logistic regression.mp4
21.44 MB
~Get Your Files Here !/2 Distributions and Probabilities/08 Differentiating between odds and probabilities.en.srt
3.88 KB
~Get Your Files Here !/2 Distributions and Probabilities/08 Differentiating between odds and probabilities.mp4
21.76 MB
~Get Your Files Here !/2 Distributions and Probabilities/09 Differentiating between distributions.en.srt
3.27 KB
~Get Your Files Here !/2 Distributions and Probabilities/09 Differentiating between distributions.mp4
17.66 MB
~Get Your Files Here !/2 Distributions and Probabilities/10 Calculating logs and exponents.en.srt
7.17 KB
~Get Your Files Here !/2 Distributions and Probabilities/10 Calculating logs and exponents.mp4
43.47 MB
~Get Your Files Here !/2 Distributions and Probabilities/11 Sigmoid curve.en.srt
8.42 KB
~Get Your Files Here !/2 Distributions and Probabilities/11 Sigmoid curve.mp4
51.9 MB
~Get Your Files Here !/2 Distributions and Probabilities/12 Utilizing training and testing data sets.en.srt
4.13 KB
~Get Your Files Here !/2 Distributions and Probabilities/12 Utilizing training and testing data sets.mp4
23.36 MB
~Get Your Files Here !/3 Binomial Logistic Regression/13 Calculating linear regression.en.srt
5.75 KB
~Get Your Files Here !/3 Binomial Logistic Regression/13 Calculating linear regression.mp4
31.71 MB
~Get Your Files Here !/3 Binomial Logistic Regression/14 Working with the logit model.en.srt
6.69 KB
~Get Your Files Here !/3 Binomial Logistic Regression/14 Working with the logit model.mp4
40.95 MB
~Get Your Files Here !/3 Binomial Logistic Regression/15 Calculating log likelihood.en.srt
7.74 KB
~Get Your Files Here !/3 Binomial Logistic Regression/15 Calculating log likelihood.mp4
44.7 MB
~Get Your Files Here !/3 Binomial Logistic Regression/16 Constructing MLE.en.srt
13.1 KB
~Get Your Files Here !/3 Binomial Logistic Regression/16 Constructing MLE.mp4
91.16 MB
~Get Your Files Here !/3 Binomial Logistic Regression/17 Solving MLE.en.srt
11.17 KB
~Get Your Files Here !/3 Binomial Logistic Regression/17 Solving MLE.mp4
68.33 MB
~Get Your Files Here !/3 Binomial Logistic Regression/18 Predicting outcomes.en.srt
5.15 KB
~Get Your Files Here !/3 Binomial Logistic Regression/18 Predicting outcomes.mp4
33.82 MB
~Get Your Files Here !/3 Binomial Logistic Regression/19 Visualizing logistic regression.en.srt
7.8 KB
~Get Your Files Here !/3 Binomial Logistic Regression/19 Visualizing logistic regression.mp4
50.2 MB
~Get Your Files Here !/3 Binomial Logistic Regression/20 Challenge Calculating logistic regression.en.srt
1.35 KB
~Get Your Files Here !/3 Binomial Logistic Regression/20 Challenge Calculating logistic regression.mp4
7.26 MB
~Get Your Files Here !/3 Binomial Logistic Regression/21 Solution Calculating logistic regression.en.srt
4.7 KB
~Get Your Files Here !/3 Binomial Logistic Regression/21 Solution Calculating logistic regression.mp4
28.49 MB
~Get Your Files Here !/4 Fine-Tuning the Model/22 Adding more independent variables.en.srt
8.9 KB
~Get Your Files Here !/4 Fine-Tuning the Model/22 Adding more independent variables.mp4
57.95 MB
~Get Your Files Here !/4 Fine-Tuning the Model/23 Transforming variables.en.srt
5.32 KB
~Get Your Files Here !/4 Fine-Tuning the Model/23 Transforming variables.mp4
34.07 MB
~Get Your Files Here !/4 Fine-Tuning the Model/24 Calculating correlations.en.srt
8.98 KB
~Get Your Files Here !/4 Fine-Tuning the Model/24 Calculating correlations.mp4
57.69 MB
~Get Your Files Here !/4 Fine-Tuning the Model/25 Using statistics.en.srt
5.6 KB
~Get Your Files Here !/4 Fine-Tuning the Model/25 Using statistics.mp4
38.06 MB
~Get Your Files Here !/4 Fine-Tuning the Model/26 Configuring confusion tables.en.srt
16.23 KB
~Get Your Files Here !/4 Fine-Tuning the Model/26 Configuring confusion tables.mp4
110.5 MB
~Get Your Files Here !/4 Fine-Tuning the Model/27 Challenge Fine-tuning the model.en.srt
1.04 KB
~Get Your Files Here !/4 Fine-Tuning the Model/27 Challenge Fine-tuning the model.mp4
6.26 MB
~Get Your Files Here !/4 Fine-Tuning the Model/28 Solution Fine-tuning the model.en.srt
3.68 KB
~Get Your Files Here !/4 Fine-Tuning the Model/28 Solution Fine-tuning the model.mp4
25.1 MB
~Get Your Files Here !/5 Multinomial Regression/29 Calculating odds for multinomial models.en.srt
8.73 KB
~Get Your Files Here !/5 Multinomial Regression/29 Calculating odds for multinomial models.mp4
57 MB
~Get Your Files Here !/5 Multinomial Regression/30 Calculating probabilities for multinomial models.en.srt
2.95 KB
~Get Your Files Here !/5 Multinomial Regression/30 Calculating probabilities for multinomial models.mp4
20.31 MB
~Get Your Files Here !/5 Multinomial Regression/31 Calculating multinomial log likelihoods.en.srt
4.12 KB
~Get Your Files Here !/5 Multinomial Regression/31 Calculating multinomial log likelihoods.mp4
25.38 MB
~Get Your Files Here !/5 Multinomial Regression/32 Running MLE.en.srt
6.1 KB
~Get Your Files Here !/5 Multinomial Regression/32 Running MLE.mp4
39.88 MB
~Get Your Files Here !/5 Multinomial Regression/33 Making the predictions.en.srt
9.52 KB
~Get Your Files Here !/5 Multinomial Regression/33 Making the predictions.mp4
65.24 MB
~Get Your Files Here !/6 Working in Power BI with R/34 Running R scripts in the Power Query Editor.en.srt
8.99 KB
~Get Your Files Here !/6 Working in Power BI with R/34 Running R scripts in the Power Query Editor.mp4
62.84 MB
~Get Your Files Here !/6 Working in Power BI with R/35 Running R standard visuals.en.srt
10.09 KB
~Get Your Files Here !/6 Working in Power BI with R/35 Running R standard visuals.mp4
66.95 MB
~Get Your Files Here !/6 Working in Power BI with R/36 Interacting between visual components.en.srt
5.2 KB
~Get Your Files Here !/6 Working in Power BI with R/36 Interacting between visual components.mp4
33.37 MB
~Get Your Files Here !/6 Working in Power BI with R/37 Challenge Moving into Power BI.en.srt
727 B
~Get Your Files Here !/6 Working in Power BI with R/37 Challenge Moving into Power BI.mp4
4.27 MB
~Get Your Files Here !/6 Working in Power BI with R/38 Solution Moving into Power BI.en.srt
8.67 KB
~Get Your Files Here !/6 Working in Power BI with R/38 Solution Moving into Power BI.mp4
56.53 MB
~Get Your Files Here !/7 Conclusion/39 Next steps with logistic regressions.en.srt
1.7 KB
~Get Your Files Here !/7 Conclusion/39 Next steps with logistic regressions.mp4
9.8 MB
~Get Your Files Here !/Bonus Resources.txt
357 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/01_04_begin/01_04_begin.xlsx
8.98 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/01_04_end/01_04_end.xlsx
9.16 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/01_05_begin/binomial.xlsx
10.06 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/01_05_end/binomial.xlsx
20.18 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/01_06_begin/binomial.xlsx
77.26 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/01_06_end/binomial.xlsx
77.26 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_01_begin/binomial.xlsx
84.01 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_01_end/binomial.xlsx
98.63 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_02_begin/binomial.xlsx
100.17 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_02_end/binomial.xlsx
110.13 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_03_begin/binomial.xlsx
110.14 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_03_end/binomial.xlsx
121.22 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_04_begin/binomial.xlsx
154.04 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_04_end/binomial.xlsx
553.31 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_05_begin/binomial.R
120 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_05_begin/binomial.xlsx
553.32 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_05_end/binomial.R
229 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_05_end/binomial.xlsx
555.78 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_06_begin/binomial.R
229 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_06_begin/binomial.xlsx
555.78 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_06_end/binomial.R
352 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_06_end/binomial.xlsx
558.25 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_07_begin/binomial.R
352 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_07_begin/binomial.xlsx
558.25 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_07_end/binomial.R
615 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_07_end/binomial.xlsx
568.41 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_09_begin/binomial.R
615 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_09_end/binomial.R
584 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_01_begin/binomial.R
615 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_01_begin/binomial.xlsx
602.74 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_01_end/binomial.R
670 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_01_end/binomial.xlsx
626.11 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_02_begin/binomial.R
670 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_02_begin/binomial.xlsx
660.81 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_02_end/binomial.R
668 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_02_end/binomial.xlsx
661.79 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_03_begin/binomial.R
348 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_03_begin/binomial.xlsx
661.79 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_03_end/binomial.R
526 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_03_end/binomial.xlsx
662.78 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_04_begin/binomial.R
526 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_04_end/binomial.R
544 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_05_begin/binomial.R
348 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_05_begin/binomial.xlsx
673.81 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_05_end/binomial.R
608 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_05_end/binomial.xlsx
675.61 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_07_begin/binomial.R
608 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_07_end/binomial.R
957 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_01_begin/multinomial.R
0 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_01_begin/multinomial.xlsx
346.33 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_01_end/multinomial.R
167 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_01_end/multinomial.xlsx
346.9 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_02_begin/multinomial.xlsx
346.9 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_02_end/multinomial.xlsx
348.6 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_03_begin/multinomial.xlsx
348.6 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_03_end/multinomial.xlsx
349.76 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_04_begin/multinomial.R
167 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_04_begin/multinomial.xlsx
349.76 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_04_end/multinomial.R
245 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_04_end/multinomial.xlsx
350.9 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_05_begin/multinomial.R
245 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_05_begin/multinomial.xlsx
350.91 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_05_end/multinomial.R
717 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_05_end/multinomial.xlsx
350.92 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/05_01_begin/binomial.R
670 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/05_01_end/binomial.pbix
77.21 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/05_02_begin/binomial.R
615 B
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/05_02_begin/binomial.pbix
77.21 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/05_02_end/binomial.pbix
110.31 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/05_03_begin/binomial.pbix
110.31 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/05_03_end/binomial.pbix
111.13 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/05_05_begin/binomial.pbix
111.21 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/05_05_end/binomial_05_05_end.pbix
149.67 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/Data Sources/binomial (testing).csv
10.84 KB
~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/Data Sources/binomial (training).csv
42.43 KB