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RAR-files |
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| Archived
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Machine Learning for Beginners - Linear Regression Model in R [Video]\2.Basics of Statistics\06.Measures of Centers.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\2.Basics of Statistics\07.Measures of Dispersion.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\2.Basics of Statistics\04.Types of Statistics.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\2.Basics of Statistics\03.Types of Data.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\2.Basics of Statistics\05.Describing the data graphically.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\1.Introduction\02.Course contents.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\1.Introduction\01.Welcome to the course!.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\6.Linear Regression Model\38.Assessing Accuracy of predicted coefficients.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\6.Linear Regression Model\36.The problem statement.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\6.Linear Regression Model\44.Multiple Linear Regression in R.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\6.Linear Regression Model\41.Multiple Linear Regression.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\6.Linear Regression Model\42.The F - statistic.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\6.Linear Regression Model\46.Bias Variance trade-off.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\6.Linear Regression Model\43.Interpreting result for categorical Variable.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\6.Linear Regression Model\45.Test-Train split.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\6.Linear Regression Model\39.Assessing Model Accuracy - RSE and R squared.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\6.Linear Regression Model\47.Test-Train split in R.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\6.Linear Regression Model\37.Basic equations and Ordinary Least Squared (OLS) method.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\6.Linear Regression Model\40.Simple Linear Regression in R.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\Exercise Files\code_9781800200906.zip |
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Machine Learning for Beginners - Linear Regression Model in R [Video]\7.Regression models other than OLS\48.Linear models other than OLS.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\7.Regression models other than OLS\51.Shrinkage methods - Ridge Regression and The Lasso.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\7.Regression models other than OLS\49.Subset Selection techniques.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\7.Regression models other than OLS\50.Subset selection in R.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\7.Regression models other than OLS\53.Heteroscedasticity.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\7.Regression models other than OLS\52.Ridge regression and Lasso in R.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\3.Getting started with R and R studio\13.Inputting data part 3 - Importing from CSV or Text files.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\3.Getting started with R and R studio\11.Inputting data part 1 - Inbuilt datasets of R.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\3.Getting started with R and R studio\08.Installing R and R studio.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\3.Getting started with R and R studio\09.Basics of R and R studio.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\3.Getting started with R and R studio\14.Creating Barplots in R.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\3.Getting started with R and R studio\12.Inputting data part 2 - Manual Data Entry.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\3.Getting started with R and R studio\10.Packages in R.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\3.Getting started with R and R studio\15.Creating Histograms in R.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\4.Introduction to Machine Learning\17.Building a Machine Learning model.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\4.Introduction to Machine Learning\16.Introduction to Machine Learning.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\5.Data Pre-processing\26.Missing Value imputation.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\5.Data Pre-processing\19.Data Exploration.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\5.Data Pre-processing\18.Gathering Business Knowledge.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\5.Data Pre-processing\31.Non-Usable Variables.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\5.Data Pre-processing\24.Outlier Treatment.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\5.Data Pre-processing\30.Variable transformation in R.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\5.Data Pre-processing\29.Bi-variate Analysis and Variable Transformation.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\5.Data Pre-processing\34.Correlation Matrix and cause-effect relationship.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\5.Data Pre-processing\27.Missing Value imputation in R.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\5.Data Pre-processing\25.Outlier Treatment in R.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\5.Data Pre-processing\32.Dummy variable creation - Handling qualitative data.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\5.Data Pre-processing\22.Univariate Analysis and EDD.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\5.Data Pre-processing\35.Correlation Matrix in R.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\5.Data Pre-processing\23.EDD in R.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\5.Data Pre-processing\28.Seasonality in Data.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\5.Data Pre-processing\33.Dummy variable creation in R.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\5.Data Pre-processing\21.Importing the dataset into R.mp4
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Machine Learning for Beginners - Linear Regression Model in R [Video]\5.Data Pre-processing\20.The Data and the Data Dictionary.mp4
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