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[ ] Linkedin - Machine Learning with Logistic Regression in Excel, R, and Power BI

  • 收录时间:2022-02-04 22:57:51
  • 文件大小:1GB
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文件列表

  1. ~Get Your Files Here !/4 Fine-Tuning the Model/26 Configuring confusion tables.mp4 111MB
  2. ~Get Your Files Here !/3 Binomial Logistic Regression/16 Constructing MLE.mp4 91MB
  3. ~Get Your Files Here !/3 Binomial Logistic Regression/17 Solving MLE.mp4 68MB
  4. ~Get Your Files Here !/6 Working in Power BI with R/35 Running R standard visuals.mp4 67MB
  5. ~Get Your Files Here !/5 Multinomial Regression/33 Making the predictions.mp4 65MB
  6. ~Get Your Files Here !/6 Working in Power BI with R/34 Running R scripts in the Power Query Editor.mp4 63MB
  7. ~Get Your Files Here !/4 Fine-Tuning the Model/22 Adding more independent variables.mp4 58MB
  8. ~Get Your Files Here !/4 Fine-Tuning the Model/24 Calculating correlations.mp4 58MB
  9. ~Get Your Files Here !/5 Multinomial Regression/29 Calculating odds for multinomial models.mp4 57MB
  10. ~Get Your Files Here !/6 Working in Power BI with R/38 Solution Moving into Power BI.mp4 57MB
  11. ~Get Your Files Here !/2 Distributions and Probabilities/11 Sigmoid curve.mp4 52MB
  12. ~Get Your Files Here !/1 Introduction/05 Working with R.mp4 51MB
  13. ~Get Your Files Here !/3 Binomial Logistic Regression/19 Visualizing logistic regression.mp4 50MB
  14. ~Get Your Files Here !/3 Binomial Logistic Regression/15 Calculating log likelihood.mp4 45MB
  15. ~Get Your Files Here !/2 Distributions and Probabilities/10 Calculating logs and exponents.mp4 43MB
  16. ~Get Your Files Here !/3 Binomial Logistic Regression/14 Working with the logit model.mp4 41MB
  17. ~Get Your Files Here !/5 Multinomial Regression/32 Running MLE.mp4 40MB
  18. ~Get Your Files Here !/4 Fine-Tuning the Model/25 Using statistics.mp4 38MB
  19. ~Get Your Files Here !/4 Fine-Tuning the Model/23 Transforming variables.mp4 34MB
  20. ~Get Your Files Here !/3 Binomial Logistic Regression/18 Predicting outcomes.mp4 34MB
  21. ~Get Your Files Here !/6 Working in Power BI with R/36 Interacting between visual components.mp4 33MB
  22. ~Get Your Files Here !/1 Introduction/06 Configuring R in Power BI.mp4 32MB
  23. ~Get Your Files Here !/3 Binomial Logistic Regression/13 Calculating linear regression.mp4 32MB
  24. ~Get Your Files Here !/3 Binomial Logistic Regression/21 Solution Calculating logistic regression.mp4 28MB
  25. ~Get Your Files Here !/5 Multinomial Regression/31 Calculating multinomial log likelihoods.mp4 25MB
  26. ~Get Your Files Here !/4 Fine-Tuning the Model/28 Solution Fine-tuning the model.mp4 25MB
  27. ~Get Your Files Here !/2 Distributions and Probabilities/12 Utilizing training and testing data sets.mp4 23MB
  28. ~Get Your Files Here !/2 Distributions and Probabilities/08 Differentiating between odds and probabilities.mp4 22MB
  29. ~Get Your Files Here !/2 Distributions and Probabilities/07 Introducing AI and logistic regression.mp4 21MB
  30. ~Get Your Files Here !/5 Multinomial Regression/30 Calculating probabilities for multinomial models.mp4 20MB
  31. ~Get Your Files Here !/2 Distributions and Probabilities/09 Differentiating between distributions.mp4 18MB
  32. ~Get Your Files Here !/1 Introduction/04 Configuring the Excel Solver Add-in.mp4 16MB
  33. ~Get Your Files Here !/1 Introduction/03 Introduction to the course project.mp4 15MB
  34. ~Get Your Files Here !/1 Introduction/01 Apply logistic regressions to solve problems.mp4 11MB
  35. ~Get Your Files Here !/7 Conclusion/39 Next steps with logistic regressions.mp4 10MB
  36. ~Get Your Files Here !/3 Binomial Logistic Regression/20 Challenge Calculating logistic regression.mp4 7MB
  37. ~Get Your Files Here !/4 Fine-Tuning the Model/27 Challenge Fine-tuning the model.mp4 6MB
  38. ~Get Your Files Here !/1 Introduction/02 What you should know.mp4 6MB
  39. ~Get Your Files Here !/6 Working in Power BI with R/37 Challenge Moving into Power BI.mp4 4MB
  40. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_05_end/binomial.xlsx 676KB
  41. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_05_begin/binomial.xlsx 674KB
  42. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_03_end/binomial.xlsx 663KB
  43. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_03_begin/binomial.xlsx 662KB
  44. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_02_end/binomial.xlsx 662KB
  45. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_02_begin/binomial.xlsx 661KB
  46. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_01_end/binomial.xlsx 626KB
  47. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_01_begin/binomial.xlsx 603KB
  48. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_07_end/binomial.xlsx 568KB
  49. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_06_end/binomial.xlsx 558KB
  50. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_07_begin/binomial.xlsx 558KB
  51. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_06_begin/binomial.xlsx 556KB
  52. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_05_end/binomial.xlsx 556KB
  53. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_05_begin/binomial.xlsx 553KB
  54. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_04_end/binomial.xlsx 553KB
  55. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_05_end/multinomial.xlsx 351KB
  56. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_05_begin/multinomial.xlsx 351KB
  57. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_04_end/multinomial.xlsx 351KB
  58. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_03_end/multinomial.xlsx 350KB
  59. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_04_begin/multinomial.xlsx 350KB
  60. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_03_begin/multinomial.xlsx 349KB
  61. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_02_end/multinomial.xlsx 349KB
  62. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_02_begin/multinomial.xlsx 347KB
  63. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_01_end/multinomial.xlsx 347KB
  64. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_01_begin/multinomial.xlsx 346KB
  65. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_04_begin/binomial.xlsx 154KB
  66. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/05_05_end/binomial_05_05_end.pbix 150KB
  67. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_03_end/binomial.xlsx 121KB
  68. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/05_05_begin/binomial.pbix 111KB
  69. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/05_03_end/binomial.pbix 111KB
  70. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/05_03_begin/binomial.pbix 110KB
  71. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/05_02_end/binomial.pbix 110KB
  72. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_03_begin/binomial.xlsx 110KB
  73. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_02_end/binomial.xlsx 110KB
  74. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_02_begin/binomial.xlsx 100KB
  75. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_01_end/binomial.xlsx 99KB
  76. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_01_begin/binomial.xlsx 84KB
  77. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/01_06_begin/binomial.xlsx 77KB
  78. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/01_06_end/binomial.xlsx 77KB
  79. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/05_01_end/binomial.pbix 77KB
  80. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/05_02_begin/binomial.pbix 77KB
  81. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/Data Sources/binomial (training).csv 42KB
  82. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/01_05_end/binomial.xlsx 20KB
  83. ~Get Your Files Here !/4 Fine-Tuning the Model/26 Configuring confusion tables.en.srt 16KB
  84. ~Get Your Files Here !/3 Binomial Logistic Regression/16 Constructing MLE.en.srt 13KB
  85. ~Get Your Files Here !/3 Binomial Logistic Regression/17 Solving MLE.en.srt 11KB
  86. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/Data Sources/binomial (testing).csv 11KB
  87. ~Get Your Files Here !/6 Working in Power BI with R/35 Running R standard visuals.en.srt 10KB
  88. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/01_05_begin/binomial.xlsx 10KB
  89. ~Get Your Files Here !/5 Multinomial Regression/33 Making the predictions.en.srt 10KB
  90. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/01_04_end/01_04_end.xlsx 9KB
  91. ~Get Your Files Here !/6 Working in Power BI with R/34 Running R scripts in the Power Query Editor.en.srt 9KB
  92. ~Get Your Files Here !/4 Fine-Tuning the Model/24 Calculating correlations.en.srt 9KB
  93. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/01_04_begin/01_04_begin.xlsx 9KB
  94. ~Get Your Files Here !/4 Fine-Tuning the Model/22 Adding more independent variables.en.srt 9KB
  95. ~Get Your Files Here !/5 Multinomial Regression/29 Calculating odds for multinomial models.en.srt 9KB
  96. ~Get Your Files Here !/6 Working in Power BI with R/38 Solution Moving into Power BI.en.srt 9KB
  97. ~Get Your Files Here !/1 Introduction/05 Working with R.en.srt 9KB
  98. ~Get Your Files Here !/2 Distributions and Probabilities/11 Sigmoid curve.en.srt 8KB
  99. ~Get Your Files Here !/3 Binomial Logistic Regression/19 Visualizing logistic regression.en.srt 8KB
  100. ~Get Your Files Here !/3 Binomial Logistic Regression/15 Calculating log likelihood.en.srt 8KB
  101. ~Get Your Files Here !/2 Distributions and Probabilities/10 Calculating logs and exponents.en.srt 7KB
  102. ~Get Your Files Here !/3 Binomial Logistic Regression/14 Working with the logit model.en.srt 7KB
  103. ~Get Your Files Here !/5 Multinomial Regression/32 Running MLE.en.srt 6KB
  104. ~Get Your Files Here !/3 Binomial Logistic Regression/13 Calculating linear regression.en.srt 6KB
  105. ~Get Your Files Here !/4 Fine-Tuning the Model/25 Using statistics.en.srt 6KB
  106. ~Get Your Files Here !/1 Introduction/06 Configuring R in Power BI.en.srt 6KB
  107. ~Get Your Files Here !/4 Fine-Tuning the Model/23 Transforming variables.en.srt 5KB
  108. ~Get Your Files Here !/6 Working in Power BI with R/36 Interacting between visual components.en.srt 5KB
  109. ~Get Your Files Here !/3 Binomial Logistic Regression/18 Predicting outcomes.en.srt 5KB
  110. ~Get Your Files Here !/3 Binomial Logistic Regression/21 Solution Calculating logistic regression.en.srt 5KB
  111. ~Get Your Files Here !/2 Distributions and Probabilities/12 Utilizing training and testing data sets.en.srt 4KB
  112. ~Get Your Files Here !/5 Multinomial Regression/31 Calculating multinomial log likelihoods.en.srt 4KB
  113. ~Get Your Files Here !/2 Distributions and Probabilities/07 Introducing AI and logistic regression.en.srt 4KB
  114. ~Get Your Files Here !/2 Distributions and Probabilities/08 Differentiating between odds and probabilities.en.srt 4KB
  115. ~Get Your Files Here !/4 Fine-Tuning the Model/28 Solution Fine-tuning the model.en.srt 4KB
  116. ~Get Your Files Here !/2 Distributions and Probabilities/09 Differentiating between distributions.en.srt 3KB
  117. ~Get Your Files Here !/5 Multinomial Regression/30 Calculating probabilities for multinomial models.en.srt 3KB
  118. ~Get Your Files Here !/1 Introduction/03 Introduction to the course project.en.srt 3KB
  119. ~Get Your Files Here !/1 Introduction/04 Configuring the Excel Solver Add-in.en.srt 3KB
  120. ~Get Your Files Here !/1 Introduction/01 Apply logistic regressions to solve problems.en.srt 2KB
  121. ~Get Your Files Here !/7 Conclusion/39 Next steps with logistic regressions.en.srt 2KB
  122. ~Get Your Files Here !/3 Binomial Logistic Regression/20 Challenge Calculating logistic regression.en.srt 1KB
  123. ~Get Your Files Here !/1 Introduction/02 What you should know.en.srt 1KB
  124. ~Get Your Files Here !/4 Fine-Tuning the Model/27 Challenge Fine-tuning the model.en.srt 1KB
  125. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_07_end/binomial.R 957B
  126. ~Get Your Files Here !/6 Working in Power BI with R/37 Challenge Moving into Power BI.en.srt 727B
  127. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_05_end/multinomial.R 717B
  128. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_01_end/binomial.R 670B
  129. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_02_begin/binomial.R 670B
  130. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/05_01_begin/binomial.R 670B
  131. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_02_end/binomial.R 668B
  132. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_07_end/binomial.R 615B
  133. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_09_begin/binomial.R 615B
  134. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_01_begin/binomial.R 615B
  135. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/05_02_begin/binomial.R 615B
  136. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_05_end/binomial.R 608B
  137. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_07_begin/binomial.R 608B
  138. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_09_end/binomial.R 584B
  139. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_04_end/binomial.R 544B
  140. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_03_end/binomial.R 526B
  141. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_04_begin/binomial.R 526B
  142. ~Get Your Files Here !/Bonus Resources.txt 357B
  143. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_06_end/binomial.R 352B
  144. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_07_begin/binomial.R 352B
  145. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_03_begin/binomial.R 348B
  146. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/03_05_begin/binomial.R 348B
  147. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_04_end/multinomial.R 245B
  148. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_05_begin/multinomial.R 245B
  149. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_05_end/binomial.R 229B
  150. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_06_begin/binomial.R 229B
  151. Get Bonus Downloads Here.url 180B
  152. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_01_end/multinomial.R 167B
  153. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_04_begin/multinomial.R 167B
  154. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/02_05_begin/binomial.R 120B
  155. ~Get Your Files Here !/Ex_Files_ML_Logistic_Regression_Excel_R_Power_BI/Exercise Files/04_01_begin/multinomial.R 0B