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

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Get Bonus Downloads Here.url

183 B

~Get Your Files Here !/01 - Welcome To The Course/001 Brief Introduction.mp4

27 MB

~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/002 Data and Code.html

70 B

~Get Your Files Here !/01 - Welcome To The Course/003 Install R and RStudio.mp4

64 MB

~Get Your Files Here !/01 - Welcome To The Course/003 Install R and RStudio_en.srt

7.0 kB

~Get Your Files Here !/01 - Welcome To The Course/004 Common data types.mp4

46 MB

~Get Your Files Here !/01 - Welcome To The Course/004 Common data types_en.srt

4.1 kB

~Get Your Files Here !/01 - Welcome To The Course/005 Install H2o.mp4

83 MB

~Get Your Files Here !/01 - Welcome To The Course/005 Install H2o_en.srt

5.3 kB

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_L10_h2o_externalData.txt

639 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_L6_csv-excel.txt

212 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_L7_readHTML_xml.txt

212 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_L8_readHTML_rcurl.txt

212 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_L9_readJson.txt

584 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_Resp1.csv

212 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_boston1.xls

212 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_glassClass.csv

612 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_skorea.json

584 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_winequality-red.csv

212 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section3/_L11_removeNA.txt

268 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section3/_L12_pipeop.txt

747 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section3/_L13_tidyv1.txt

589 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section3/_L14_EDA.txt

212 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section5/_L18_kmeans.txt

317 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section5/_L20_pca.txt

474 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section5/_Seabmass_typ.csv

266 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section5/_covtype.csv

212 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section6/_L22_glm_binary.txt

317 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section6/_L24_rf_binary.txt

474 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section6/_L26_rf_multi.txt

317 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section6/_L27_gbm_binary.txt

474 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section6/_LoanDefault.csv

176 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section6/_covtype.csv

212 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section7/_L31_h2o_ann.txt

639 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section7/_L32_h2o-dnn-3hidden.txt

639 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section7/_L33_h2o-dnn-2hidden.txt

583 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section7/_L34_h2o_varimp.txt

647 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section7/_L35_h2o_regression.txt

583 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section7/_dataset.csv

612 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section8/_L38_h2o_ann_unsup.txt

639 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section8/_L39_h2o_autoencoders.txt

583 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section8/_cancer_tumor.csv

591 B

~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section8/_creditcard.csv

594 B

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/L10_h2o_externalData.txt

613 B

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/L6_csv-excel.txt

650 B

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/L7_readHTML_xml.txt

506 B

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/L8_readHTML_rcurl.txt

843 B

~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/section2/Resp1.csv

273 B

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/boston1.xls

58 kB

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/glassClass.csv

9.8 kB

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/skorea.json

3.6 kB

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/winequality-red.csv

82 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/section3/L12_pipeop.txt

873 B

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section3/L13_tidyv1.txt

378 B

~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/section5/L18_kmeans.txt

707 B

~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/section5/Seabmass_typ.csv

29 kB

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section5/covtype.csv

72 MB

~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/section6/L24_rf_binary.txt

1.4 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 !/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/section6/LoanDefault.csv

448 kB

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section6/covtype.csv

72 MB

~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/section7/L32_h2o-dnn-3hidden.txt

2.7 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/L34_h2o_varimp.txt

1.3 kB

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section7/L35_h2o_regression.txt

1017 B

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section7/dataset.csv

127 MB

~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/section8/L39_h2o_autoencoders.txt

1.1 kB

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section8/cancer_tumor.csv

122 kB

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section8/creditcard.csv

144 MB

~Get Your Files Here !/02 - Read in Data From Different Sources/001 Read CSV and Excel Data.mp4

111 MB

~Get Your Files Here !/02 - Read in Data From Different Sources/001 Read CSV and Excel Data_en.srt

11 kB

~Get Your Files Here !/02 - Read in Data From Different Sources/002 Read in Data from Online HTML Tables-Part 1.mp4

18 MB

~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 !/02 - Read in Data From Different Sources/003 Read in Data from Online HTML Tables-Part 2.mp4

84 MB

~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 !/02 - Read in Data From Different Sources/004 Read External Data into H2o.mp4

61 MB

~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 !/03 - Data Preprocessing (Briefly)/001 Basic Data Cleaning in R_ Remove NA.mp4

134 MB

~Get Your Files Here !/03 - Data Preprocessing (Briefly)/001 Basic Data Cleaning in R_ Remove NA_en.srt

17 kB

~Get Your Files Here !/03 - Data Preprocessing (Briefly)/002 Pre-processing Tasks and the Pipe Operator.mp4

92 MB

~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.mp4

92 MB

~Get Your Files Here !/03 - Data Preprocessing (Briefly)/003 Introduction to Pipe Operators_en.srt

9.0 kB

~Get Your Files Here !/03 - Data Preprocessing (Briefly)/004 The Tidyverse Package.mp4

31 MB

~Get Your Files Here !/03 - Data Preprocessing (Briefly)/004 The Tidyverse Package_en.srt

3.8 kB

~Get Your Files Here !/03 - Data Preprocessing (Briefly)/005 Exploratory Data Analysis(EDA)_ Basic Visualizations with R.mp4

114 MB

~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 !/04 - Some Theoretical Foundations/001 What is Machine Learning_.mp4

70 MB

~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.mp4

70 MB

~Get Your Files Here !/04 - Some Theoretical Foundations/002 Difference Between Supervised & Unsupervised Learning_en.srt

7.2 kB

~Get Your Files Here !/05 - Unsupervised Classification with H2o/001 Theory of k-Means Clustering.mp4

18 MB

~Get Your Files Here !/05 - Unsupervised Classification with H2o/001 Theory of k-Means Clustering_en.srt

2.1 kB

~Get Your Files Here !/05 - Unsupervised Classification with H2o/002 Implement k-Means Classification.mp4

47 MB

~Get Your Files Here !/05 - Unsupervised Classification with H2o/002 Implement k-Means Classification_en.srt

5.2 kB

~Get Your Files Here !/05 - Unsupervised Classification with H2o/003 Principal Component Analysis (PCA)_ Theory.mp4

24 MB

~Get Your Files Here !/05 - Unsupervised Classification with H2o/003 Principal Component Analysis (PCA)_ Theory_en.srt

3.3 kB

~Get Your Files Here !/05 - Unsupervised Classification with H2o/004 Implement PCA With H2O.mp4

152 MB

~Get Your Files Here !/05 - Unsupervised Classification with H2o/004 Implement PCA With H2O_en.srt

16 kB

~Get Your Files Here !/06 - Supervised Classification with H2O/001 Generalized Linear Models (GLMs)_ Theory.mp4

39 MB

~Get Your Files Here !/06 - Supervised Classification with H2O/001 Generalized Linear Models (GLMs)_ Theory_en.srt

5.9 kB

~Get Your Files Here !/06 - Supervised Classification with H2O/002 GLMs For Binary Classification.mp4

83 MB

~Get Your Files Here !/06 - Supervised Classification with H2O/002 GLMs For Binary Classification_en.srt

10 kB

~Get Your Files Here !/06 - Supervised Classification with H2O/003 Common Algorithms For Supervised Classification.mp4

24 MB

~Get Your Files Here !/06 - Supervised Classification with H2O/003 Common Algorithms For Supervised Classification_en.srt

13 kB

~Get Your Files Here !/06 - Supervised Classification with H2O/004 Implement Random Forest For Binary Classification Problem.mp4

119 MB

~Get Your Files Here !/06 - Supervised Classification with H2O/004 Implement Random Forest For Binary Classification Problem_en.srt

12 kB

~Get Your Files Here !/06 - Supervised Classification with H2O/005 Measures of Accuracy_Binary Classification.mp4

58 MB

~Get Your Files Here !/06 - Supervised Classification with H2O/005 Measures of Accuracy_Binary Classification_en.srt

5.4 kB

~Get Your Files Here !/06 - Supervised Classification with H2O/006 Implement Random Forest For Multiple Classification Problem.mp4

86 MB

~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 !/06 - Supervised Classification with H2O/007 Gradient Boosting Machines (GBM) for Binary Classification.mp4

66 MB

~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 !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/001 A Brief Introduction to Artificial Intelligence.mp4

96 MB

~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 kB

~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/002 Theory Behind ANN and DNN.mp4

94 MB

~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/002 Theory Behind ANN and DNN_en.srt

11 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.mp4

109 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_en.srt

11 kB

~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/004 What Are Activation Functions_ Theory.mp4

87 MB

~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.mp4

61 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_en.srt

7.2 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.mp4

31 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_en.srt

4.4 kB

~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/007 Identify the Important Predictors.mp4

96 MB

~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 !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/008 DNN For Regression.mp4

57 MB

~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/001 Autoencoders for Unsupervised Learning.mp4

26 MB

~Get Your Files Here !/08 - Deep Learning Based Unsupervised Classification/001 Autoencoders for Unsupervised Learning_en.srt

2.2 kB

~Get Your Files Here !/08 - Deep Learning Based Unsupervised Classification/002 Unsupervised Classification with H2o.mp4

107 MB

~Get Your Files Here !/08 - Deep Learning Based Unsupervised Classification/002 Unsupervised Classification with H2o_en.srt

5.7 kB

~Get Your Files Here !/08 - Deep Learning Based Unsupervised Classification/003 More Autoencoders _ Credit Card Fraud Detection.mp4

56 MB

~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 !/08 - Deep Learning Based Unsupervised Classification/004 Use the Autoencoder Model for Anomaly Detection.mp4

68 MB

~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 !/Bonus Resources.txt

357 B