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

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Size
Get Bonus Downloads Here.url
183 B
~Get Your Files Here !/01 Getting Started/001 Course Structure & Outline.en.srt
3.2 kB
~Get Your Files Here !/01 Getting Started/001 Course Structure & Outline.mp4
36 MB
~Get Your Files Here !/01 Getting Started/002 READ ME_ Important Notes for New Students.html
5.3 kB
~Get Your Files Here !/01 Getting Started/003 About This Series.en.srt
736 B
~Get Your Files Here !/01 Getting Started/003 About This Series.mp4
3.2 MB
~Get Your Files Here !/01 Getting Started/004 DOWNLOAD_ Course Resources.html
1.6 kB
~Get Your Files Here !/01 Getting Started/004 Machine Learning Part 3 - Regression.pdf
4.1 MB
~Get Your Files Here !/01 Getting Started/004 Maven_ML_Demos_Part_3.xlsx
711 kB
~Get Your Files Here !/01 Getting Started/005 Setting Expectations.en.srt
4.2 kB
~Get Your Files Here !/01 Getting Started/005 Setting Expectations.mp4
14 MB
~Get Your Files Here !/02 Intro to Regression/001 Supervised vs. Unsupervised Learning.en.srt
3.4 kB
~Get Your Files Here !/02 Intro to Regression/001 Supervised vs. Unsupervised Learning.mp4
10 MB
~Get Your Files Here !/02 Intro to Regression/002 RECAP_ Key Concepts.en.srt
3.9 kB
~Get Your Files Here !/02 Intro to Regression/002 RECAP_ Key Concepts.mp4
13 MB
~Get Your Files Here !/02 Intro to Regression/003 Regression 101.en.srt
4.2 kB
~Get Your Files Here !/02 Intro to Regression/003 Regression 101.mp4
14 MB
~Get Your Files Here !/02 Intro to Regression/004 Regression Workflow.en.srt
2.0 kB
~Get Your Files Here !/02 Intro to Regression/004 Regression Workflow.mp4
5.7 MB
~Get Your Files Here !/02 Intro to Regression/005 Feature Engineering.en.srt
4.2 kB
~Get Your Files Here !/02 Intro to Regression/005 Feature Engineering.mp4
14 MB
~Get Your Files Here !/02 Intro to Regression/006 Splitting & Overfitting.en.srt
3.8 kB
~Get Your Files Here !/02 Intro to Regression/006 Splitting & Overfitting.mp4
12 MB
~Get Your Files Here !/02 Intro to Regression/007 Prediction vs. Root-Cause Analysis.en.srt
1.8 kB
~Get Your Files Here !/02 Intro to Regression/007 Prediction vs. Root-Cause Analysis.mp4
5.1 MB
~Get Your Files Here !/03 Regression Modeling/001 Intro to Regression Modeling.en.srt
1.7 kB
~Get Your Files Here !/03 Regression Modeling/001 Intro to Regression Modeling.mp4
5.3 MB
~Get Your Files Here !/03 Regression Modeling/002 Linear Relationships.en.srt
5.7 kB
~Get Your Files Here !/03 Regression Modeling/002 Linear Relationships.mp4
20 MB
~Get Your Files Here !/03 Regression Modeling/003 Least Squared Error.en.srt
7.6 kB
~Get Your Files Here !/03 Regression Modeling/003 Least Squared Error.mp4
26 MB
~Get Your Files Here !/03 Regression Modeling/004 Univariate Linear Regression.en.srt
2.2 kB
~Get Your Files Here !/03 Regression Modeling/004 Univariate Linear Regression.mp4
3.0 MB
~Get Your Files Here !/03 Regression Modeling/005 CASE STUDY_ Univariate Linear Regression.en.srt
13 kB
~Get Your Files Here !/03 Regression Modeling/005 CASE STUDY_ Univariate Linear Regression.mp4
44 MB
~Get Your Files Here !/03 Regression Modeling/006 Multiple Linear Regression.en.srt
8.6 kB
~Get Your Files Here !/03 Regression Modeling/006 Multiple Linear Regression.mp4
35 MB
~Get Your Files Here !/03 Regression Modeling/007 Non-Linear Regression.en.srt
5.2 kB
~Get Your Files Here !/03 Regression Modeling/007 Non-Linear Regression.mp4
18 MB
~Get Your Files Here !/03 Regression Modeling/008 CASE STUDY_ Non-Linear Regression.en.srt
13 kB
~Get Your Files Here !/03 Regression Modeling/008 CASE STUDY_ Non-Linear Regression.mp4
80 MB
~Get Your Files Here !/04 Model Diagnostics/001 Intro to Model Diagnostics.en.srt
2.6 kB
~Get Your Files Here !/04 Model Diagnostics/001 Intro to Model Diagnostics.mp4
8.2 MB
~Get Your Files Here !/04 Model Diagnostics/002 Sample Model Output.en.srt
1.2 kB
~Get Your Files Here !/04 Model Diagnostics/002 Sample Model Output.mp4
7.8 MB
~Get Your Files Here !/04 Model Diagnostics/003 R-Squared.en.srt
7.4 kB
~Get Your Files Here !/04 Model Diagnostics/003 R-Squared.mp4
23 MB
~Get Your Files Here !/04 Model Diagnostics/004 Mean Error Metrics (MSE, MAE, MAPE).en.srt
8.9 kB
~Get Your Files Here !/04 Model Diagnostics/004 Mean Error Metrics (MSE, MAE, MAPE).mp4
28 MB
~Get Your Files Here !/04 Model Diagnostics/005 Homoskedasticity.en.srt
3.1 kB
~Get Your Files Here !/04 Model Diagnostics/005 Homoskedasticity.mp4
13 MB
~Get Your Files Here !/04 Model Diagnostics/006 Null Hypothesis.en.srt
1.8 kB
~Get Your Files Here !/04 Model Diagnostics/006 Null Hypothesis.mp4
5.7 MB
~Get Your Files Here !/04 Model Diagnostics/007 F-Significance.en.srt
2.9 kB
~Get Your Files Here !/04 Model Diagnostics/007 F-Significance.mp4
12 MB
~Get Your Files Here !/04 Model Diagnostics/008 T-Values & P-Values.en.srt
4.8 kB
~Get Your Files Here !/04 Model Diagnostics/008 T-Values & P-Values.mp4
22 MB
~Get Your Files Here !/04 Model Diagnostics/009 Multicollinearity.en.srt
2.4 kB
~Get Your Files Here !/04 Model Diagnostics/009 Multicollinearity.mp4
7.6 MB
~Get Your Files Here !/04 Model Diagnostics/010 Variance Inflation Factor.en.srt
5.1 kB
~Get Your Files Here !/04 Model Diagnostics/010 Variance Inflation Factor.mp4
18 MB
~Get Your Files Here !/04 Model Diagnostics/011 RECAP_ Sample Model Output.en.srt
6.2 kB
~Get Your Files Here !/04 Model Diagnostics/011 RECAP_ Sample Model Output.mp4
25 MB
~Get Your Files Here !/05 Time-Series Forecasting/001 Intro to Forecasting.en.srt
3.3 kB
~Get Your Files Here !/05 Time-Series Forecasting/001 Intro to Forecasting.mp4
11 MB
~Get Your Files Here !/05 Time-Series Forecasting/002 Seasonality.en.srt
2.6 kB
~Get Your Files Here !/05 Time-Series Forecasting/002 Seasonality.mp4
7.7 MB
~Get Your Files Here !/05 Time-Series Forecasting/003 Auto Correlation Function.en.srt
3.2 kB
~Get Your Files Here !/05 Time-Series Forecasting/003 Auto Correlation Function.mp4
11 MB
~Get Your Files Here !/05 Time-Series Forecasting/004 CASE STUDY_ Seasonality with ACF.en.srt
6.0 kB
~Get Your Files Here !/05 Time-Series Forecasting/004 CASE STUDY_ Seasonality with ACF.mp4
32 MB
~Get Your Files Here !/05 Time-Series Forecasting/005 One-Hot Encoding.en.srt
3.0 kB
~Get Your Files Here !/05 Time-Series Forecasting/005 One-Hot Encoding.mp4
11 MB
~Get Your Files Here !/05 Time-Series Forecasting/006 CASE STUDY_ Seasonality with One-Hot Encoding.en.srt
12 kB
~Get Your Files Here !/05 Time-Series Forecasting/006 CASE STUDY_ Seasonality with One-Hot Encoding.mp4
65 MB
~Get Your Files Here !/05 Time-Series Forecasting/007 Linear Trending.en.srt
3.9 kB
~Get Your Files Here !/05 Time-Series Forecasting/007 Linear Trending.mp4
12 MB
~Get Your Files Here !/05 Time-Series Forecasting/008 CASE STUDY_ Seasonality with Linear Trend.en.srt
13 kB
~Get Your Files Here !/05 Time-Series Forecasting/008 CASE STUDY_ Seasonality with Linear Trend.mp4
76 MB
~Get Your Files Here !/05 Time-Series Forecasting/009 Smoothing.en.srt
2.7 kB
~Get Your Files Here !/05 Time-Series Forecasting/009 Smoothing.mp4
9.5 MB
~Get Your Files Here !/05 Time-Series Forecasting/010 CASE STUDY_ Smoothing.en.srt
8.2 kB
~Get Your Files Here !/05 Time-Series Forecasting/010 CASE STUDY_ Smoothing.mp4
41 MB
~Get Your Files Here !/05 Time-Series Forecasting/011 Non-Linear Trends.en.srt
2.1 kB
~Get Your Files Here !/05 Time-Series Forecasting/011 Non-Linear Trends.mp4
7.6 MB
~Get Your Files Here !/05 Time-Series Forecasting/012 CASE STUDY_ Non-Linear Trend.en.srt
8.9 kB
~Get Your Files Here !/05 Time-Series Forecasting/012 CASE STUDY_ Non-Linear Trend.mp4
31 MB
~Get Your Files Here !/05 Time-Series Forecasting/013 Intervention Analysis.en.srt
4.0 kB
~Get Your Files Here !/05 Time-Series Forecasting/013 Intervention Analysis.mp4
16 MB
~Get Your Files Here !/05 Time-Series Forecasting/014 CASE STUDY_ Intervention Analysis.en.srt
12 kB
~Get Your Files Here !/05 Time-Series Forecasting/014 CASE STUDY_ Intervention Analysis.mp4
77 MB
~Get Your Files Here !/06 Wrapping Up/001 Looking Ahead to Part 4.en.srt
1.2 kB
~Get Your Files Here !/06 Wrapping Up/001 Looking Ahead to Part 4.mp4
4.1 MB
~Get Your Files Here !/06 Wrapping Up/002 BONUS LECTURE.html
8.1 kB
~Get Your Files Here !/Bonus Resources.txt
357 B