[ FreeCourseWeb.com ] Udemy - Complete Machine Learning and Deep Learning With H2O in R

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Last Access Time	Aug. 17, 2025, 4:35 p.m.
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~Get Your Files Here !/05 - Unsupervised Classification with H2o/004 Implement PCA With H2O.mp4 152.4 MB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section8/creditcard.csv 143.8 MB
~Get Your Files Here !/03 - Data Preprocessing (Briefly)/001 Basic Data Cleaning in R_ Remove NA.mp4 134.5 MB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section7/dataset.csv 126.9 MB
~Get Your Files Here !/06 - Supervised Classification with H2O/004 Implement Random Forest For Binary Classification Problem.mp4 118.8 MB
~Get Your Files Here !/03 - Data Preprocessing (Briefly)/005 Exploratory Data Analysis(EDA)_ Basic Visualizations with R.mp4 114.3 MB
~Get Your Files Here !/02 - Read in Data From Different Sources/001 Read CSV and Excel Data.mp4 111.3 MB
~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/003 Implement an ANN with H2o For Multi-Class Supervised Classification.mp4 109.2 MB
~Get Your Files Here !/08 - Deep Learning Based Unsupervised Classification/002 Unsupervised Classification with H2o.mp4 107.1 MB
~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/007 Identify the Important Predictors.mp4 95.8 MB
~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/001 A Brief Introduction to Artificial Intelligence.mp4 95.6 MB
~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/002 Theory Behind ANN and DNN.mp4 93.7 MB
~Get Your Files Here !/03 - Data Preprocessing (Briefly)/003 Introduction to Pipe Operators.mp4 91.9 MB
~Get Your Files Here !/03 - Data Preprocessing (Briefly)/002 Pre-processing Tasks and the Pipe Operator.mp4 91.9 MB
~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/004 What Are Activation Functions_ Theory.mp4 86.8 MB
~Get Your Files Here !/06 - Supervised Classification with H2O/006 Implement Random Forest For Multiple Classification Problem.mp4 86.3 MB
~Get Your Files Here !/02 - Read in Data From Different Sources/003 Read in Data from Online HTML Tables-Part 2.mp4 83.5 MB
~Get Your Files Here !/01 - Welcome To The Course/005 Install H2o.mp4 83.1 MB
~Get Your Files Here !/06 - Supervised Classification with H2O/002 GLMs For Binary Classification.mp4 83.0 MB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section5/covtype.csv 71.7 MB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section6/covtype.csv 71.7 MB
~Get Your Files Here !/04 - Some Theoretical Foundations/001 What is Machine Learning_.mp4 69.7 MB
~Get Your Files Here !/04 - Some Theoretical Foundations/002 Difference Between Supervised & Unsupervised Learning.mp4 69.6 MB
~Get Your Files Here !/08 - Deep Learning Based Unsupervised Classification/004 Use the Autoencoder Model for Anomaly Detection.mp4 68.1 MB
~Get Your Files Here !/06 - Supervised Classification with H2O/007 Gradient Boosting Machines (GBM) for Binary Classification.mp4 66.5 MB
~Get Your Files Here !/01 - Welcome To The Course/003 Install R and RStudio.mp4 64.5 MB
~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/005 Implement a DNN with H2o For Multi-Class Supervised Classification.mp4 61.3 MB
~Get Your Files Here !/02 - Read in Data From Different Sources/004 Read External Data into H2o.mp4 60.8 MB
~Get Your Files Here !/06 - Supervised Classification with H2O/005 Measures of Accuracy_Binary Classification.mp4 58.1 MB
~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/008 DNN For Regression.mp4 57.4 MB
~Get Your Files Here !/08 - Deep Learning Based Unsupervised Classification/003 More Autoencoders _ Credit Card Fraud Detection.mp4 55.5 MB
~Get Your Files Here !/05 - Unsupervised Classification with H2o/002 Implement k-Means Classification.mp4 47.4 MB
~Get Your Files Here !/01 - Welcome To The Course/004 Common data types.mp4 46.3 MB
~Get Your Files Here !/06 - Supervised Classification with H2O/001 Generalized Linear Models (GLMs)_ Theory.mp4 39.0 MB
~Get Your Files Here !/03 - Data Preprocessing (Briefly)/004 The Tidyverse Package.mp4 31.4 MB
~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/006 Implement a (Less Intensive) DNN with H2o For Supervised Classification.mp4 30.7 MB
~Get Your Files Here !/01 - Welcome To The Course/001 Brief Introduction.mp4 27.1 MB
~Get Your Files Here !/08 - Deep Learning Based Unsupervised Classification/001 Autoencoders for Unsupervised Learning.mp4 25.8 MB
~Get Your Files Here !/05 - Unsupervised Classification with H2o/003 Principal Component Analysis (PCA)_ Theory.mp4 24.4 MB
~Get Your Files Here !/06 - Supervised Classification with H2O/003 Common Algorithms For Supervised Classification.mp4 23.9 MB
~Get Your Files Here !/05 - Unsupervised Classification with H2o/001 Theory of k-Means Clustering.mp4 18.2 MB
~Get Your Files Here !/02 - Read in Data From Different Sources/002 Read in Data from Online HTML Tables-Part 1.mp4 18.2 MB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section6/LoanDefault.csv 447.9 KB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section8/cancer_tumor.csv 122.3 KB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/winequality-red.csv 82.2 KB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/boston1.xls 58.0 KB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section5/Seabmass_typ.csv 29.2 KB
~Get Your Files Here !/03 - Data Preprocessing (Briefly)/001 Basic Data Cleaning in R_ Remove NA_en.srt 17.3 KB
~Get Your Files Here !/05 - Unsupervised Classification with H2o/004 Implement PCA With H2O_en.srt 15.9 KB
~Get Your Files Here !/06 - Supervised Classification with H2O/003 Common Algorithms For Supervised Classification_en.srt 12.7 KB
~Get Your Files Here !/06 - Supervised Classification with H2O/004 Implement Random Forest For Binary Classification Problem_en.srt 11.5 KB
~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/002 Theory Behind ANN and DNN_en.srt 11.3 KB
~Get Your Files Here !/02 - Read in Data From Different Sources/001 Read CSV and Excel Data_en.srt 11.3 KB
~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/003 Implement an ANN with H2o For Multi-Class Supervised Classification_en.srt 11.0 KB
~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/001 A Brief Introduction to Artificial Intelligence_en.srt 10.3 KB
~Get Your Files Here !/06 - Supervised Classification with H2O/002 GLMs For Binary Classification_en.srt 10.1 KB
~Get Your Files Here !/06 - Supervised Classification with H2O/006 Implement Random Forest For Multiple Classification Problem_en.srt 9.9 KB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/glassClass.csv 9.8 KB
~Get Your Files Here !/03 - Data Preprocessing (Briefly)/002 Pre-processing Tasks and the Pipe Operator_en.srt 9.0 KB
~Get Your Files Here !/03 - Data Preprocessing (Briefly)/003 Introduction to Pipe Operators_en.srt 9.0 KB
~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/007 Identify the Important Predictors_en.srt 8.3 KB
~Get Your Files Here !/02 - Read in Data From Different Sources/003 Read in Data from Online HTML Tables-Part 2_en.srt 7.6 KB
~Get Your Files Here !/04 - Some Theoretical Foundations/001 What is Machine Learning__en.srt 7.2 KB
~Get Your Files Here !/04 - Some Theoretical Foundations/002 Difference Between Supervised & Unsupervised Learning_en.srt 7.2 KB
~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/004 What Are Activation Functions_ Theory_en.srt 7.2 KB
~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/005 Implement a DNN with H2o For Multi-Class Supervised Classification_en.srt 7.2 KB
~Get Your Files Here !/01 - Welcome To The Course/003 Install R and RStudio_en.srt 7.0 KB
~Get Your Files Here !/06 - Supervised Classification with H2O/007 Gradient Boosting Machines (GBM) for Binary Classification_en.srt 6.6 KB
~Get Your Files Here !/03 - Data Preprocessing (Briefly)/005 Exploratory Data Analysis(EDA)_ Basic Visualizations with R_en.srt 6.6 KB
~Get Your Files Here !/08 - Deep Learning Based Unsupervised Classification/004 Use the Autoencoder Model for Anomaly Detection_en.srt 5.9 KB
~Get Your Files Here !/06 - Supervised Classification with H2O/001 Generalized Linear Models (GLMs)_ Theory_en.srt 5.9 KB
~Get Your Files Here !/02 - Read in Data From Different Sources/004 Read External Data into H2o_en.srt 5.8 KB
~Get Your Files Here !/08 - Deep Learning Based Unsupervised Classification/002 Unsupervised Classification with H2o_en.srt 5.7 KB
~Get Your Files Here !/06 - Supervised Classification with H2O/005 Measures of Accuracy_Binary Classification_en.srt 5.4 KB
~Get Your Files Here !/01 - Welcome To The Course/005 Install H2o_en.srt 5.3 KB
~Get Your Files Here !/05 - Unsupervised Classification with H2o/002 Implement k-Means Classification_en.srt 5.2 KB
~Get Your Files Here !/02 - Read in Data From Different Sources/002 Read in Data from Online HTML Tables-Part 1_en.srt 4.5 KB
~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/006 Implement a (Less Intensive) DNN with H2o For Supervised Classification_en.srt 4.4 KB
~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/008 DNN For Regression_en.srt 4.3 KB
~Get Your Files Here !/08 - Deep Learning Based Unsupervised Classification/003 More Autoencoders _ Credit Card Fraud Detection_en.srt 4.1 KB
~Get Your Files Here !/01 - Welcome To The Course/004 Common data types_en.srt 4.1 KB
~Get Your Files Here !/03 - Data Preprocessing (Briefly)/004 The Tidyverse Package_en.srt 3.8 KB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/skorea.json 3.6 KB
~Get Your Files Here !/05 - Unsupervised Classification with H2o/003 Principal Component Analysis (PCA)_ Theory_en.srt 3.3 KB
~Get Your Files Here !/01 - Welcome To The Course/001 Brief Introduction_en.srt 3.0 KB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section7/L32_h2o-dnn-3hidden.txt 2.7 KB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section6/L26_rf_multi.txt 2.6 KB
~Get Your Files Here !/08 - Deep Learning Based Unsupervised Classification/001 Autoencoders for Unsupervised Learning_en.srt 2.2 KB
~Get Your Files Here !/05 - Unsupervised Classification with H2o/001 Theory of k-Means Clustering_en.srt 2.1 KB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section5/L20_pca.txt 1.8 KB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section6/L22_glm_binary.txt 1.7 KB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section3/L11_removeNA.txt 1.4 KB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section6/L24_rf_binary.txt 1.4 KB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section6/L27_gbm_binary.txt 1.4 KB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section7/L34_h2o_varimp.txt 1.3 KB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/L9_readJson.txt 1.3 KB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section7/L33_h2o-dnn-2hidden.txt 1.3 KB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section7/L31_h2o_ann.txt 1.2 KB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section3/L14_EDA.txt 1.1 KB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section8/L39_h2o_autoencoders.txt 1.1 KB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section8/L38_h2o_ann_unsup.txt 1.0 KB
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section7/L35_h2o_regression.txt 1017 bytes
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section3/L12_pipeop.txt 873 bytes
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/L8_readHTML_rcurl.txt 843 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section3/_L12_pipeop.txt 747 bytes
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section5/L18_kmeans.txt 707 bytes
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/L6_csv-excel.txt 650 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section7/_L34_h2o_varimp.txt 647 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_L10_h2o_externalData.txt 639 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section7/_L31_h2o_ann.txt 639 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section7/_L32_h2o-dnn-3hidden.txt 639 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section8/_L38_h2o_ann_unsup.txt 639 bytes
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/L10_h2o_externalData.txt 613 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_glassClass.csv 612 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section7/_dataset.csv 612 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section8/_creditcard.csv 594 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section8/_cancer_tumor.csv 591 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section3/_L13_tidyv1.txt 589 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_L9_readJson.txt 584 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_skorea.json 584 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section7/_L33_h2o-dnn-2hidden.txt 583 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section7/_L35_h2o_regression.txt 583 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section8/_L39_h2o_autoencoders.txt 583 bytes
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/L7_readHTML_xml.txt 506 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section5/_L20_pca.txt 474 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section6/_L24_rf_binary.txt 474 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section6/_L27_gbm_binary.txt 474 bytes
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section3/L13_tidyv1.txt 378 bytes
~Get Your Files Here !/Bonus Resources.txt 357 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section5/_L18_kmeans.txt 317 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section6/_L22_glm_binary.txt 317 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section6/_L26_rf_multi.txt 317 bytes
~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/Resp1.csv 273 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section3/_L11_removeNA.txt 268 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section5/_Seabmass_typ.csv 266 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_L6_csv-excel.txt 212 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_L7_readHTML_xml.txt 212 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_L8_readHTML_rcurl.txt 212 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_Resp1.csv 212 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_boston1.xls 212 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_winequality-red.csv 212 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section3/_L14_EDA.txt 212 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section5/_covtype.csv 212 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section6/_covtype.csv 212 bytes
Get Bonus Downloads Here.url 183 bytes
~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section6/_LoanDefault.csv 176 bytes
~Get Your Files Here !/01 - Welcome To The Course/002 Data and Code.html 70 bytes

[ FreeCourseWeb.com ] Udemy - Complete Machine Learning and Deep Learning With H2O in R

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