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

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FreeCourseWeb com Udemy Complete Machine Learning and Deep Learning With H2O in

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183B

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

27.12MB

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

2.95KB

~Get Your Files Here !/01 - Welcome To The Course/002 Data and Code.html

70B

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

64.51MB

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

6.97KB

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

46.25MB

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

4.06KB

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

83.14MB

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

5.27KB

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

639B

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

212B

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

212B

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

212B

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

584B

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

212B

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

212B

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

612B

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

584B

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

212B

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

268B

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

747B

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

589B

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

212B

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

317B

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

474B

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

266B

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

212B

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

317B

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

474B

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

317B

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

474B

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

176B

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

212B

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

639B

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

639B

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

583B

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

647B

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

583B

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

612B

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

639B

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

583B

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

591B

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

594B

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

613B

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

650B

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

506B

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

843B

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/L9_readJson.txt

1.26KB

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/Resp1.csv

273B

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

58KB

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

9.82KB

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

3.62KB

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

82.23KB

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section3/L11_removeNA.txt

1.45KB

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section3/L12_pipeop.txt

873B

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

378B

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section3/L14_EDA.txt

1.09KB

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section5/L18_kmeans.txt

707B

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section5/L20_pca.txt

1.79KB

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

29.15KB

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

71.69MB

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section6/L22_glm_binary.txt

1.74KB

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section6/L24_rf_binary.txt

1.38KB

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section6/L26_rf_multi.txt

2.58KB

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section6/L27_gbm_binary.txt

1.38KB

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

447.91KB

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

71.69MB

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section7/L31_h2o_ann.txt

1.21KB

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section7/L32_h2o-dnn-3hidden.txt

2.74KB

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section7/L33_h2o-dnn-2hidden.txt

1.26KB

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section7/L34_h2o_varimp.txt

1.26KB

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

1017B

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

126.88MB

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section8/L38_h2o_ann_unsup.txt

1.04KB

~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section8/L39_h2o_autoencoders.txt

1.05KB

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

122.27KB

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

143.84MB

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

111.32MB

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

11.3KB

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

18.15MB

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

4.51KB

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

83.48MB

~Get Your Files Here !/02 - Read in Data From Different Sources/003 Read in Data from Online HTML Tables-Part 2_en.srt

7.57KB

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

60.84MB

~Get Your Files Here !/02 - Read in Data From Different Sources/004 Read External Data into H2o_en.srt

5.79KB

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

134.54MB

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

17.26KB

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

91.89MB

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

8.96KB

~Get Your Files Here !/03 - Data Preprocessing (Briefly)/003 Introduction to Pipe Operators.mp4

91.95MB

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

8.96KB

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

31.42MB

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

3.8KB

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

114.26MB

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

6.61KB

~Get Your Files Here !/04 - Some Theoretical Foundations/001 What is Machine Learning_.mp4

69.65MB

~Get Your Files Here !/04 - Some Theoretical Foundations/001 What is Machine Learning__en.srt

7.19KB

~Get Your Files Here !/04 - Some Theoretical Foundations/002 Difference Between Supervised & Unsupervised Learning.mp4

69.65MB

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

7.19KB

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

18.2MB

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

2.09KB

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

47.39MB

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

5.18KB

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

24.38MB

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

3.28KB

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

152.39MB

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

15.88KB

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

38.95MB

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

5.91KB

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

82.99MB

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

10.08KB

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

23.92MB

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

12.72KB

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

118.83MB

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

11.53KB

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

58.06MB

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

5.4KB

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

86.28MB

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

9.92KB

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

66.49MB

~Get Your Files Here !/06 - Supervised Classification with H2O/007 Gradient Boosting Machines (GBM) for Binary Classification_en.srt

6.64KB

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

95.57MB

~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/001 A Brief Introduction to Artificial Intelligence_en.srt

10.29KB

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

93.69MB

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

11.31KB

~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

109.24MB

~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

10.97KB

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

86.79MB

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

7.19KB

~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

61.34MB

~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

7.19KB

~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

30.7MB

~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

4.44KB

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

95.78MB

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

8.34KB

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

57.37MB

~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/008 DNN For Regression_en.srt

4.35KB

~Get Your Files Here !/08 - Deep Learning Based Unsupervised Classification/001 Autoencoders for Unsupervised Learning.mp4

25.79MB

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

2.25KB

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

107.12MB

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

5.69KB

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

55.51MB

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

4.1KB

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

68.12MB

~Get Your Files Here !/08 - Deep Learning Based Unsupervised Classification/004 Use the Autoencoder Model for Anomaly Detection_en.srt

5.94KB

~Get Your Files Here !/Bonus Resources.txt

357B

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