Download Udemy - Machine Learning for BI, PART 3 - Regression & Forecasting Torrent

Torrent Contents Size: 946.7 MB

Udemy - Machine Learning for BI, PART 3 - Regression & Forecasting

▼ show more 80 files

001 Course Structure & Outline.en.srt	SRT	3.2 KB
001 Course Structure & Outline.mp4	MP4	36 MB
001 Intro to Forecasting.en.srt	SRT	3.3 KB
001 Intro to Forecasting.mp4	MP4	11 MB
001 Intro to Model Diagnostics.en.srt	SRT	2.6 KB
001 Intro to Model Diagnostics.mp4	MP4	8.2 MB
001 Intro to Regression Modeling.en.srt	SRT	1.7 KB
001 Intro to Regression Modeling.mp4	MP4	5.3 MB
001 Looking Ahead to Part 4.en.srt	SRT	1.2 KB
001 Looking Ahead to Part 4.mp4	MP4	4.1 MB
001 Supervised vs. Unsupervised Learning.en.srt	SRT	3.4 KB
001 Supervised vs. Unsupervised Learning.mp4	MP4	10.5 MB
002 BONUS LECTURE.html	HTML	8.1 KB
002 Linear Relationships.en.srt	SRT	5.7 KB
002 Linear Relationships.mp4	MP4	19.9 MB
002 READ ME_ Important Notes for New Students.html	HTML	5.3 KB
002 RECAP_ Key Concepts.en.srt	SRT	3.9 KB
002 RECAP_ Key Concepts.mp4	MP4	12.8 MB
002 Sample Model Output.en.srt	SRT	1.2 KB
002 Sample Model Output.mp4	MP4	7.8 MB
002 Seasonality.en.srt	SRT	2.6 KB
002 Seasonality.mp4	MP4	7.7 MB
003 About This Series.en.srt	SRT	716.8 B
003 About This Series.mp4	MP4	3.2 MB
003 Auto Correlation Function.en.srt	SRT	3.2 KB
003 Auto Correlation Function.mp4	MP4	11.3 MB
003 Least Squared Error.en.srt	SRT	7.6 KB
003 Least Squared Error.mp4	MP4	26.2 MB
003 R-Squared.en.srt	SRT	7.4 KB
003 R-Squared.mp4	MP4	23.1 MB
003 Regression 101.en.srt	SRT	4.2 KB
003 Regression 101.mp4	MP4	13.9 MB
004 CASE STUDY_ Seasonality with ACF.en.srt	SRT	6 KB
004 CASE STUDY_ Seasonality with ACF.mp4	MP4	31.5 MB
004 DOWNLOAD_ Course Resources.html	HTML	1.6 KB
004 Machine Learning Part 3 - Regression.pdf	PDF	4.1 MB
004 Maven_ML_Demos_Part_3.xlsx	XLSX	711.2 KB
004 Mean Error Metrics (MSE, MAE, MAPE).en.srt	SRT	8.9 KB
004 Mean Error Metrics (MSE, MAE, MAPE).mp4	MP4	28.1 MB
004 Regression Workflow.en.srt	SRT	2 KB
004 Regression Workflow.mp4	MP4	5.7 MB
004 Univariate Linear Regression.en.srt	SRT	2.2 KB
004 Univariate Linear Regression.mp4	MP4	3 MB
005 CASE STUDY_ Univariate Linear Regression.en.srt	SRT	12.9 KB
005 CASE STUDY_ Univariate Linear Regression.mp4	MP4	43.6 MB
005 Feature Engineering.en.srt	SRT	4.2 KB
005 Feature Engineering.mp4	MP4	14 MB
005 Homoskedasticity.en.srt	SRT	3.1 KB
005 Homoskedasticity.mp4	MP4	12.9 MB
005 One-Hot Encoding.en.srt	SRT	3 KB
005 One-Hot Encoding.mp4	MP4	11.1 MB
005 Setting Expectations.en.srt	SRT	4.2 KB
005 Setting Expectations.mp4	MP4	14.2 MB
006 CASE STUDY_ Seasonality with One-Hot Encoding.en.srt	SRT	11.9 KB
006 CASE STUDY_ Seasonality with One-Hot Encoding.mp4	MP4	65 MB
006 Multiple Linear Regression.en.srt	SRT	8.6 KB
006 Multiple Linear Regression.mp4	MP4	34.9 MB
006 Null Hypothesis.en.srt	SRT	1.8 KB
006 Null Hypothesis.mp4	MP4	5.7 MB
006 Splitting & Overfitting.en.srt	SRT	3.8 KB
006 Splitting & Overfitting.mp4	MP4	12.5 MB
007 F-Significance.en.srt	SRT	2.9 KB
007 F-Significance.mp4	MP4	12.2 MB
007 Linear Trending.en.srt	SRT	3.9 KB
007 Linear Trending.mp4	MP4	11.8 MB
007 Non-Linear Regression.en.srt	SRT	5.2 KB
007 Non-Linear Regression.mp4	MP4	18.4 MB
007 Prediction vs. Root-Cause Analysis.en.srt	SRT	1.8 KB
007 Prediction vs. Root-Cause Analysis.mp4	MP4	5.1 MB
008 CASE STUDY_ Non-Linear Regression.en.srt	SRT	12.9 KB
008 CASE STUDY_ Non-Linear Regression.mp4	MP4	80 MB
008 CASE STUDY_ Seasonality with Linear Trend.en.srt	SRT	12.9 KB
008 CASE STUDY_ Seasonality with Linear Trend.mp4	MP4	76 MB
008 T-Values & P-Values.en.srt	SRT	4.8 KB
008 T-Values & P-Values.mp4	MP4	22.4 MB
009 Multicollinearity.en.srt	SRT	2.4 KB
009 Multicollinearity.mp4	MP4	7.6 MB
009 Smoothing.en.srt	SRT	2.7 KB
009 Smoothing.mp4	MP4	9.5 MB
010 CASE STUDY_ Smoothing.en.srt	SRT	8.2 KB
010 CASE STUDY_ Smoothing.mp4	MP4	41.4 MB
010 Variance Inflation Factor.en.srt	SRT	5.1 KB
010 Variance Inflation Factor.mp4	MP4	18.2 MB
011 Non-Linear Trends.en.srt	SRT	2.1 KB
011 Non-Linear Trends.mp4	MP4	7.6 MB
011 RECAP_ Sample Model Output.en.srt	SRT	6.2 KB
011 RECAP_ Sample Model Output.mp4	MP4	24.6 MB
012 CASE STUDY_ Non-Linear Trend.en.srt	SRT	8.9 KB
012 CASE STUDY_ Non-Linear Trend.mp4	MP4	31.1 MB
013 Intervention Analysis.en.srt	SRT	4 KB
013 Intervention Analysis.mp4	MP4	15.9 MB
014 CASE STUDY_ Intervention Analysis.en.srt	SRT	12.2 KB
014 CASE STUDY_ Intervention Analysis.mp4	MP4	76.7 MB
Bonus Resources.txt	TXT	307.2 B
Get Bonus Downloads Here.url	URL	204.8 B

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Udemy - Machine Learning for BI, PART 3 - Regression & Forecasting

Torrent Contents Size: 946.7 MB

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