[ FreeCourseWeb.com ] Udemy - Machine Learning for BI, PART 3 - Regression & Forecasting

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[ FreeCourseWeb.com ] Udemy - Machine Learning for BI, PART 3 - Regression & Forecasting

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种子哈希：54f8c939428d7f5249ab82f48a387e295609f755
文件大小：946.74M
已经下载：827次
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收录时间：2022-01-26
最近下载：2024-11-24

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文件列表

  • ~Get Your Files Here !/03 Regression Modeling/008 CASE STUDY_ Non-Linear Regression.mp4 83.9 MB
  • ~Get Your Files Here !/05 Time-Series Forecasting/014 CASE STUDY_ Intervention Analysis.mp4 80.4 MB
  • ~Get Your Files Here !/05 Time-Series Forecasting/008 CASE STUDY_ Seasonality with Linear Trend.mp4 79.7 MB
  • ~Get Your Files Here !/05 Time-Series Forecasting/006 CASE STUDY_ Seasonality with One-Hot Encoding.mp4 68.2 MB
  • ~Get Your Files Here !/03 Regression Modeling/005 CASE STUDY_ Univariate Linear Regression.mp4 45.7 MB
  • ~Get Your Files Here !/05 Time-Series Forecasting/010 CASE STUDY_ Smoothing.mp4 43.4 MB
  • ~Get Your Files Here !/01 Getting Started/001 Course Structure & Outline.mp4 37.8 MB
  • ~Get Your Files Here !/03 Regression Modeling/006 Multiple Linear Regression.mp4 36.6 MB
  • ~Get Your Files Here !/05 Time-Series Forecasting/004 CASE STUDY_ Seasonality with ACF.mp4 33.1 MB
  • ~Get Your Files Here !/05 Time-Series Forecasting/012 CASE STUDY_ Non-Linear Trend.mp4 32.6 MB
  • ~Get Your Files Here !/04 Model Diagnostics/004 Mean Error Metrics (MSE, MAE, MAPE).mp4 29.5 MB
  • ~Get Your Files Here !/03 Regression Modeling/003 Least Squared Error.mp4 27.4 MB
  • ~Get Your Files Here !/04 Model Diagnostics/011 RECAP_ Sample Model Output.mp4 25.8 MB
  • ~Get Your Files Here !/04 Model Diagnostics/003 R-Squared.mp4 24.2 MB
  • ~Get Your Files Here !/04 Model Diagnostics/008 T-Values & P-Values.mp4 23.5 MB
  • ~Get Your Files Here !/03 Regression Modeling/002 Linear Relationships.mp4 20.8 MB
  • ~Get Your Files Here !/03 Regression Modeling/007 Non-Linear Regression.mp4 19.3 MB
  • ~Get Your Files Here !/04 Model Diagnostics/010 Variance Inflation Factor.mp4 19.1 MB
  • ~Get Your Files Here !/05 Time-Series Forecasting/013 Intervention Analysis.mp4 16.7 MB
  • ~Get Your Files Here !/01 Getting Started/005 Setting Expectations.mp4 14.9 MB
  • ~Get Your Files Here !/02 Intro to Regression/005 Feature Engineering.mp4 14.7 MB
  • ~Get Your Files Here !/02 Intro to Regression/003 Regression 101.mp4 14.6 MB
  • ~Get Your Files Here !/04 Model Diagnostics/005 Homoskedasticity.mp4 13.5 MB
  • ~Get Your Files Here !/02 Intro to Regression/002 RECAP_ Key Concepts.mp4 13.4 MB
  • ~Get Your Files Here !/02 Intro to Regression/006 Splitting & Overfitting.mp4 13.1 MB
  • ~Get Your Files Here !/04 Model Diagnostics/007 F-Significance.mp4 12.7 MB
  • ~Get Your Files Here !/05 Time-Series Forecasting/007 Linear Trending.mp4 12.4 MB
  • ~Get Your Files Here !/05 Time-Series Forecasting/003 Auto Correlation Function.mp4 11.8 MB
  • ~Get Your Files Here !/05 Time-Series Forecasting/005 One-Hot Encoding.mp4 11.6 MB
  • ~Get Your Files Here !/05 Time-Series Forecasting/001 Intro to Forecasting.mp4 11.5 MB
  • ~Get Your Files Here !/02 Intro to Regression/001 Supervised vs. Unsupervised Learning.mp4 11.0 MB
  • ~Get Your Files Here !/05 Time-Series Forecasting/009 Smoothing.mp4 10.0 MB
  • ~Get Your Files Here !/04 Model Diagnostics/001 Intro to Model Diagnostics.mp4 8.6 MB
  • ~Get Your Files Here !/04 Model Diagnostics/002 Sample Model Output.mp4 8.1 MB
  • ~Get Your Files Here !/05 Time-Series Forecasting/002 Seasonality.mp4 8.1 MB
  • ~Get Your Files Here !/05 Time-Series Forecasting/011 Non-Linear Trends.mp4 8.0 MB
  • ~Get Your Files Here !/04 Model Diagnostics/009 Multicollinearity.mp4 8.0 MB
  • ~Get Your Files Here !/02 Intro to Regression/004 Regression Workflow.mp4 6.0 MB
  • ~Get Your Files Here !/04 Model Diagnostics/006 Null Hypothesis.mp4 5.9 MB
  • ~Get Your Files Here !/03 Regression Modeling/001 Intro to Regression Modeling.mp4 5.6 MB
  • ~Get Your Files Here !/02 Intro to Regression/007 Prediction vs. Root-Cause Analysis.mp4 5.4 MB
  • ~Get Your Files Here !/01 Getting Started/004 Machine Learning Part 3 - Regression.pdf 4.3 MB
  • ~Get Your Files Here !/06 Wrapping Up/001 Looking Ahead to Part 4.mp4 4.3 MB
  • ~Get Your Files Here !/01 Getting Started/003 About This Series.mp4 3.3 MB
  • ~Get Your Files Here !/03 Regression Modeling/004 Univariate Linear Regression.mp4 3.1 MB
  • ~Get Your Files Here !/01 Getting Started/004 Maven_ML_Demos_Part_3.xlsx 728.2 kB
  • ~Get Your Files Here !/03 Regression Modeling/008 CASE STUDY_ Non-Linear Regression.en.srt 13.2 kB
  • ~Get Your Files Here !/05 Time-Series Forecasting/008 CASE STUDY_ Seasonality with Linear Trend.en.srt 13.2 kB
  • ~Get Your Files Here !/03 Regression Modeling/005 CASE STUDY_ Univariate Linear Regression.en.srt 13.2 kB
  • ~Get Your Files Here !/05 Time-Series Forecasting/014 CASE STUDY_ Intervention Analysis.en.srt 12.5 kB
  • ~Get Your Files Here !/05 Time-Series Forecasting/006 CASE STUDY_ Seasonality with One-Hot Encoding.en.srt 12.2 kB
  • ~Get Your Files Here !/05 Time-Series Forecasting/012 CASE STUDY_ Non-Linear Trend.en.srt 9.1 kB
  • ~Get Your Files Here !/04 Model Diagnostics/004 Mean Error Metrics (MSE, MAE, MAPE).en.srt 9.1 kB
  • ~Get Your Files Here !/03 Regression Modeling/006 Multiple Linear Regression.en.srt 8.8 kB
  • ~Get Your Files Here !/05 Time-Series Forecasting/010 CASE STUDY_ Smoothing.en.srt 8.4 kB
  • ~Get Your Files Here !/06 Wrapping Up/002 BONUS LECTURE.html 8.3 kB
  • ~Get Your Files Here !/03 Regression Modeling/003 Least Squared Error.en.srt 7.8 kB
  • ~Get Your Files Here !/04 Model Diagnostics/003 R-Squared.en.srt 7.6 kB
  • ~Get Your Files Here !/04 Model Diagnostics/011 RECAP_ Sample Model Output.en.srt 6.4 kB
  • ~Get Your Files Here !/05 Time-Series Forecasting/004 CASE STUDY_ Seasonality with ACF.en.srt 6.1 kB
  • ~Get Your Files Here !/03 Regression Modeling/002 Linear Relationships.en.srt 5.8 kB
  • ~Get Your Files Here !/01 Getting Started/002 READ ME_ Important Notes for New Students.html 5.4 kB
  • ~Get Your Files Here !/03 Regression Modeling/007 Non-Linear Regression.en.srt 5.3 kB
  • ~Get Your Files Here !/04 Model Diagnostics/010 Variance Inflation Factor.en.srt 5.2 kB
  • ~Get Your Files Here !/04 Model Diagnostics/008 T-Values & P-Values.en.srt 4.9 kB
  • ~Get Your Files Here !/02 Intro to Regression/005 Feature Engineering.en.srt 4.3 kB
  • ~Get Your Files Here !/02 Intro to Regression/003 Regression 101.en.srt 4.3 kB
  • ~Get Your Files Here !/01 Getting Started/005 Setting Expectations.en.srt 4.3 kB
  • ~Get Your Files Here !/05 Time-Series Forecasting/013 Intervention Analysis.en.srt 4.1 kB
  • ~Get Your Files Here !/05 Time-Series Forecasting/007 Linear Trending.en.srt 4.0 kB
  • ~Get Your Files Here !/02 Intro to Regression/002 RECAP_ Key Concepts.en.srt 4.0 kB
  • ~Get Your Files Here !/02 Intro to Regression/006 Splitting & Overfitting.en.srt 3.9 kB
  • ~Get Your Files Here !/02 Intro to Regression/001 Supervised vs. Unsupervised Learning.en.srt 3.5 kB
  • ~Get Your Files Here !/05 Time-Series Forecasting/001 Intro to Forecasting.en.srt 3.4 kB
  • ~Get Your Files Here !/05 Time-Series Forecasting/003 Auto Correlation Function.en.srt 3.3 kB
  • ~Get Your Files Here !/01 Getting Started/001 Course Structure & Outline.en.srt 3.3 kB
  • ~Get Your Files Here !/04 Model Diagnostics/005 Homoskedasticity.en.srt 3.2 kB
  • ~Get Your Files Here !/05 Time-Series Forecasting/005 One-Hot Encoding.en.srt 3.0 kB
  • ~Get Your Files Here !/04 Model Diagnostics/007 F-Significance.en.srt 2.9 kB
  • ~Get Your Files Here !/05 Time-Series Forecasting/009 Smoothing.en.srt 2.7 kB
  • ~Get Your Files Here !/04 Model Diagnostics/001 Intro to Model Diagnostics.en.srt 2.7 kB
  • ~Get Your Files Here !/05 Time-Series Forecasting/002 Seasonality.en.srt 2.7 kB
  • ~Get Your Files Here !/04 Model Diagnostics/009 Multicollinearity.en.srt 2.5 kB
  • ~Get Your Files Here !/03 Regression Modeling/004 Univariate Linear Regression.en.srt 2.2 kB
  • ~Get Your Files Here !/05 Time-Series Forecasting/011 Non-Linear Trends.en.srt 2.2 kB
  • ~Get Your Files Here !/02 Intro to Regression/004 Regression Workflow.en.srt 2.0 kB
  • ~Get Your Files Here !/04 Model Diagnostics/006 Null Hypothesis.en.srt 1.9 kB
  • ~Get Your Files Here !/02 Intro to Regression/007 Prediction vs. Root-Cause Analysis.en.srt 1.8 kB
  • ~Get Your Files Here !/03 Regression Modeling/001 Intro to Regression Modeling.en.srt 1.7 kB
  • ~Get Your Files Here !/01 Getting Started/004 DOWNLOAD_ Course Resources.html 1.7 kB
  • ~Get Your Files Here !/04 Model Diagnostics/002 Sample Model Output.en.srt 1.3 kB
  • ~Get Your Files Here !/06 Wrapping Up/001 Looking Ahead to Part 4.en.srt 1.2 kB
  • ~Get Your Files Here !/01 Getting Started/003 About This Series.en.srt 736 Bytes
  • ~Get Your Files Here !/Bonus Resources.txt 357 Bytes
  • Get Bonus Downloads Here.url 183 Bytes

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