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Archived
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Predictive Analytics using R 3.5 [Video]\5.Data Prediction Using Regression\19.Building Regression Trees.mp4
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Predictive Analytics using R 3.5 [Video]\5.Data Prediction Using Regression\20.Building Random Forest Models for Regression.mp4
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Predictive Analytics using R 3.5 [Video]\5.Data Prediction Using Regression\22.Performing k-Fold Cross-Validation.mp4
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Predictive Analytics using R 3.5 [Video]\5.Data Prediction Using Regression\18.Performing Linear Regression.mp4
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Predictive Analytics using R 3.5 [Video]\5.Data Prediction Using Regression\21.Using Neural Networks for Regression.mp4
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Predictive Analytics using R 3.5 [Video]\1.Loading Datasets and Setting Up the Environment\05.Basic Data Visualization with Built-In Tools.mp4
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Predictive Analytics using R 3.5 [Video]\1.Loading Datasets and Setting Up the Environment\03.Installing and Loading Packages in R.mp4
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Predictive Analytics using R 3.5 [Video]\1.Loading Datasets and Setting Up the Environment\02.Environment Setup.mp4
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Predictive Analytics using R 3.5 [Video]\1.Loading Datasets and Setting Up the Environment\01.The Course Overview.mp4
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Predictive Analytics using R 3.5 [Video]\1.Loading Datasets and Setting Up the Environment\04.Loading Machine Learning Datasets.mp4
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Predictive Analytics using R 3.5 [Video]\2.Data Analysis and Comprehension\09.Understanding Your Data Using Plots.mp4
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Predictive Analytics using R 3.5 [Video]\2.Data Analysis and Comprehension\07.Reviewing and Summarizing Your Dataset.mp4
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Predictive Analytics using R 3.5 [Video]\2.Data Analysis and Comprehension\06.Take a Peek at Your Raw Data.mp4
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Predictive Analytics using R 3.5 [Video]\2.Data Analysis and Comprehension\08.Dataset Partitioning and Extraction.mp4
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Predictive Analytics using R 3.5 [Video]\3.Data Pre-Processing and Preparation for Machine Learning\10.Renaming and Converting Data Variable.mp4
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Predictive Analytics using R 3.5 [Video]\3.Data Pre-Processing and Preparation for Machine Learning\13.Dealing with Missing Data.mp4
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Predictive Analytics using R 3.5 [Video]\3.Data Pre-Processing and Preparation for Machine Learning\11.Data Filtration and Dropping.mp4
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Predictive Analytics using R 3.5 [Video]\3.Data Pre-Processing and Preparation for Machine Learning\12.Merging and Sorting.mp4
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Predictive Analytics using R 3.5 [Video]\Exercise Files\code_9781838649807.zip |
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Predictive Analytics using R 3.5 [Video]\4.Evaluate Algorithms\15.Classifying Using the Naive Bayes Approach.mp4
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Predictive Analytics using R 3.5 [Video]\4.Evaluate Algorithms\16.Classifying Using the KNN Approach.mp4
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Predictive Analytics using R 3.5 [Video]\4.Evaluate Algorithms\14.Classifying Using the Support Vector Machine Approach.mp4
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Predictive Analytics using R 3.5 [Video]\4.Evaluate Algorithms\17.Classifying Using Logistic Regression.mp4
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Predictive Analytics using R 3.5 [Video]\5.Data Prediction Using Regression |
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Predictive Analytics using R 3.5 [Video]\1.Loading Datasets and Setting Up the Environment |
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Predictive Analytics using R 3.5 [Video]\2.Data Analysis and Comprehension |
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Predictive Analytics using R 3.5 [Video]\3.Data Pre-Processing and Preparation for Machine Learning |
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Predictive Analytics using R 3.5 [Video]\Exercise Files |
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Predictive Analytics using R 3.5 [Video]\4.Evaluate Algorithms |
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