download скачать Free download скачать : Udemy Linear Regression and Logistic Regression using R Studio
mp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz
Genre:eLearning | Language: English | Size:2.34 GB

Files Included :

1  Introduction.mp4 (24.45 MB)
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1  Types of Data.mp4 (21.77 MB)
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2  This is a milestone!.mp4 (20.67 MB)
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3  Types of Statistics.mp4 (10.93 MB)
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4  Describing the data graphically.mp4 (65.34 MB)
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5  Measures of Centers.mp4 (38.59 MB)
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6  Measures of Dispersion.mp4 (22.86 MB)
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1  Installing R and R studio.mp4 (35.69 MB)
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2  Basics of R and R studio.mp4 (38.84 MB)
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3  Packages in R.mp4 (82.97 MB)
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4  Inputting data part 1 Inbuilt datasets of R.mp4 (40.74 MB)
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5  Inputting data part 2 Manual data entry.mp4 (25.51 MB)
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6  Inputting data part 3 Importing from CSV or Text files.mp4 (60.1 MB)
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7  Creating Barplots in R.mp4 (96.75 MB)
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8  Creating Histograms in R.mp4 (42.01 MB)
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1  Gathering Business Knowledge.mp4 (14.53 MB)
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10  Missing Value imputation in R.mp4 (26.01 MB)
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11  Seasonality in Data.mp4 (17.03 MB)
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12  Bi-variate Analysis and Variable Transformation.mp4 (100.46 MB)
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13  Variable transformation in R.mp4 (55.42 MB)
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14  Non Usable Variables.mp4 (20.25 MB)
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15  Dummy variable creation Handling qualitative data.mp4 (36.81 MB)
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16  Dummy variable creation in R.mp4 (44.01 MB)
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17  Correlation Matrix and cause-effect relationship.mp4 (71.58 MB)
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18  Correlation Matrix in R.mp4 (83.15 MB)
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2  Data Exploration.mp4 (20.11 MB)
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3  The Data and the Data Dictionary.mp4 (69.34 MB)
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4  Importing the dataset into R.mp4 (13.1 MB)
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5  Univariate Analysis and EDD.mp4 (24.22 MB)
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6  EDD in R.mp4 (96.98 MB)
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7  Outlier Treatment.mp4 (27.25 MB)
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8  Outlier Treatment in R.mp4 (30.74 MB)
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9  Missing Value imputation.mp4 (23.14 MB)
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1  The problem statement.mp4 (9.38 MB)
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10  Test-Train split.mp4 (41.88 MB)
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11  Bias Variance trade-off.mp4 (25.11 MB)
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13  Test-Train Split in R.mp4 (75.66 MB)
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2  Basic equations and Ordinary Least Squared (OLS) method.mp4 (43.37 MB)
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3  Assessing Accuracy of predicted coefficients.mp4 (92.1 MB)
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4  Assessing Model Accuracy - RSE and R squared.mp4 (43.62 MB)
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5  Simple Linear Regression in R.mp4 (40.82 MB)
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6  Multiple Linear Regression.mp4 (34.31 MB)
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7  The F - statistic.mp4 (56.02 MB)
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8  Interpreting result for categorical Variable.mp4 (22.49 MB)
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9  Multiple Linear Regression in R.mp4 (62.4 MB)
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1  Three classification models and Data set.mp4 (52.27 MB)
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2  Importing the data into R.mp4 (8.81 MB)
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3  The problem statements.mp4 (17.07 MB)
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4  Why can't we use Linear Regression.mp4 (16.93 MB)
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1  Logistic Regression.mp4 (32.92 MB)
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2  Training a Simple Logistic model in R.mp4 (25.54 MB)
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3  Results of Simple Logistic Regression.mp4 (26.93 MB)
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4  Logistic with multiple predictors.mp4 (8.53 MB)
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5  Training multiple predictor Logistic model in R.mp4 (15.78 MB)
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6  Confusion Matrix.mp4 (21.11 MB)
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7  Evaluating Model performance.mp4 (35.19 MB)
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8  Predicting probabilities, assigning classes and making Confusion Matrix.mp4 (55.69 MB)
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1  Test-Train Split.mp4 (39.3 MB)
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2  Test-Train Split in R.mp4 (74.24 MB)
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3  The final milestone!.mp4 (11.88 MB)
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 https://fikper.com/Ddm8qmR9ag/Udemy_Linear_Regression_and_Logistic_Regression_using_R_Studio_.part1.rar.html
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 https://rapidgator.net/file/279fb45ae6102397fcc8d5e585432e28/Udemy_Linear_Regression_and_Logistic_Regression_using_R_Studio_.part1.rar
https://rapidgator.net/file/4221beff425619bc03fde1b9322c2f8f/Udemy_Linear_Regression_and_Logistic_Regression_using_R_Studio_.part2.rar