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[ 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
~Get Your Files Here !
03 Regression Modeling
008 CASE STUDY_ Non-Linear Regression.mp4
- 80.02 MB
005 CASE STUDY_ Univariate Linear Regression.mp4
- 43.58 MB
006 Multiple Linear Regression.mp4
- 34.89 MB
003 Least Squared Error.mp4
- 26.18 MB
002 Linear Relationships.mp4
- 19.87 MB
007 Non-Linear Regression.mp4
- 18.42 MB
001 Intro to Regression Modeling.mp4
- 5.3 MB
004 Univariate Linear Regression.mp4
- 2.97 MB
008 CASE STUDY_ Non-Linear Regression.en.srt
- 12.93 KB
005 CASE STUDY_ Univariate Linear Regression.en.srt
- 12.88 KB
006 Multiple Linear Regression.en.srt
- 8.59 KB
003 Least Squared Error.en.srt
- 7.57 KB
002 Linear Relationships.en.srt
- 5.66 KB
007 Non-Linear Regression.en.srt
- 5.19 KB
004 Univariate Linear Regression.en.srt
- 2.17 KB
001 Intro to Regression Modeling.en.srt
- 1.67 KB
05 Time-Series Forecasting
014 CASE STUDY_ Intervention Analysis.mp4
- 76.68 MB
008 CASE STUDY_ Seasonality with Linear Trend.mp4
- 75.99 MB
006 CASE STUDY_ Seasonality with One-Hot Encoding.mp4
- 65.05 MB
010 CASE STUDY_ Smoothing.mp4
- 41.35 MB
004 CASE STUDY_ Seasonality with ACF.mp4
- 31.55 MB
012 CASE STUDY_ Non-Linear Trend.mp4
- 31.11 MB
013 Intervention Analysis.mp4
- 15.93 MB
007 Linear Trending.mp4
- 11.81 MB
003 Auto Correlation Function.mp4
- 11.26 MB
005 One-Hot Encoding.mp4
- 11.06 MB
001 Intro to Forecasting.mp4
- 10.99 MB
009 Smoothing.mp4
- 9.5 MB
002 Seasonality.mp4
- 7.71 MB
011 Non-Linear Trends.mp4
- 7.63 MB
008 CASE STUDY_ Seasonality with Linear Trend.en.srt
- 12.9 KB
014 CASE STUDY_ Intervention Analysis.en.srt
- 12.17 KB
006 CASE STUDY_ Seasonality with One-Hot Encoding.en.srt
- 11.9 KB
012 CASE STUDY_ Non-Linear Trend.en.srt
- 8.92 KB
010 CASE STUDY_ Smoothing.en.srt
- 8.17 KB
004 CASE STUDY_ Seasonality with ACF.en.srt
- 5.97 KB
013 Intervention Analysis.en.srt
- 3.96 KB
007 Linear Trending.en.srt
- 3.91 KB
001 Intro to Forecasting.en.srt
- 3.3 KB
003 Auto Correlation Function.en.srt
- 3.21 KB
005 One-Hot Encoding.en.srt
- 2.96 KB
009 Smoothing.en.srt
- 2.66 KB
002 Seasonality.en.srt
- 2.6 KB
011 Non-Linear Trends.en.srt
- 2.13 KB
01 Getting Started
001 Course Structure & Outline.mp4
- 36.03 MB
005 Setting Expectations.mp4
- 14.22 MB
004 Machine Learning Part 3 - Regression.pdf
- 4.14 MB
003 About This Series.mp4
- 3.17 MB
004 Maven_ML_Demos_Part_3.xlsx
- 711.18 KB
002 READ ME_ Important Notes for New Students.html
- 5.28 KB
005 Setting Expectations.en.srt
- 4.18 KB
001 Course Structure & Outline.en.srt
- 3.18 KB
004 DOWNLOAD_ Course Resources.html
- 1.64 KB
003 About This Series.en.srt
- 736 B
04 Model Diagnostics
004 Mean Error Metrics (MSE, MAE, MAPE).mp4
- 28.1 MB
011 RECAP_ Sample Model Output.mp4
- 24.64 MB
003 R-Squared.mp4
- 23.11 MB
008 T-Values & P-Values.mp4
- 22.4 MB
010 Variance Inflation Factor.mp4
- 18.21 MB
005 Homoskedasticity.mp4
- 12.87 MB
007 F-Significance.mp4
- 12.16 MB
001 Intro to Model Diagnostics.mp4
- 8.23 MB
002 Sample Model Output.mp4
- 7.76 MB
009 Multicollinearity.mp4
- 7.62 MB
006 Null Hypothesis.mp4
- 5.66 MB
004 Mean Error Metrics (MSE, MAE, MAPE).en.srt
- 8.87 KB
003 R-Squared.en.srt
- 7.4 KB
011 RECAP_ Sample Model Output.en.srt
- 6.2 KB
010 Variance Inflation Factor.en.srt
- 5.08 KB
008 T-Values & P-Values.en.srt
- 4.77 KB
005 Homoskedasticity.en.srt
- 3.09 KB
007 F-Significance.en.srt
- 2.87 KB
001 Intro to Model Diagnostics.en.srt
- 2.65 KB
009 Multicollinearity.en.srt
- 2.43 KB
006 Null Hypothesis.en.srt
- 1.82 KB
002 Sample Model Output.en.srt
- 1.23 KB
02 Intro to Regression
005 Feature Engineering.mp4
- 13.98 MB
003 Regression 101.mp4
- 13.88 MB
002 RECAP_ Key Concepts.mp4
- 12.8 MB
006 Splitting & Overfitting.mp4
- 12.52 MB
001 Supervised vs. Unsupervised Learning.mp4
- 10.46 MB
004 Regression Workflow.mp4
- 5.73 MB
007 Prediction vs. Root-Cause Analysis.mp4
- 5.14 MB
005 Feature Engineering.en.srt
- 4.25 KB
003 Regression 101.en.srt
- 4.19 KB
002 RECAP_ Key Concepts.en.srt
- 3.9 KB
006 Splitting & Overfitting.en.srt
- 3.77 KB
001 Supervised vs. Unsupervised Learning.en.srt
- 3.4 KB
004 Regression Workflow.en.srt
- 1.95 KB
007 Prediction vs. Root-Cause Analysis.en.srt
- 1.79 KB
06 Wrapping Up
001 Looking Ahead to Part 4.mp4
- 4.13 MB
002 BONUS LECTURE.html
- 8.1 KB
001 Looking Ahead to Part 4.en.srt
- 1.21 KB
Bonus Resources.txt
- 357 B
Get Bonus Downloads Here.url
- 183 B
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InfoHash:
54F8C939428D7F5249AB82F48A387E295609F755
Last updated:
Jan 23, 2022
File count:
95 B
File Category:
1
Tags:
freecourseweb, udemy, machine, learning, part, regression, forecasting
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