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  • Anonymous
  • 2020-05-16 16:10:25
  • APPS
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ReScene version pyReScene Auto 0.7 ELOHiM File size CRC
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20,522
Stored files
2,959 360F96F5
418 3F40C1EB
RAR-files
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Total size: 281,818,952
Archived files
01. Course Overview\01. Course Overview.mp4 4,328,061 D1AB7C06
01. Course Overview\01. Course Overview.srt 3,530 708D2A86
02. Implementing Predictive Analytics with Numeric Data\01. Prerequisites and Course Outline.mp4 2,814,585 4CC6FFAB
02. Implementing Predictive Analytics with Numeric Data\01. Prerequisites and Course Outline.srt 3,534 5EFAA116
02. Implementing Predictive Analytics with Numeric Data\02. Structural and Predictive Models.mp4 8,390,076 51020902
02. Implementing Predictive Analytics with Numeric Data\02. Structural and Predictive Models.srt 9,218 AB32802A
02. Implementing Predictive Analytics with Numeric Data\03. Demo. Install and Setup Pytorch.mp4 8,576,259 6E589D8E
02. Implementing Predictive Analytics with Numeric Data\03. Demo. Install and Setup Pytorch.srt 5,761 E884D75F
02. Implementing Predictive Analytics with Numeric Data\04. Demo. Preparing Data.mp4 12,917,799 EDA30499
02. Implementing Predictive Analytics with Numeric Data\04. Demo. Preparing Data.srt 10,853 22E75999
02. Implementing Predictive Analytics with Numeric Data\05. Demo. Building a Simple Neural Network to Perform Regression.mp4 12,264,112 79571D39
02. Implementing Predictive Analytics with Numeric Data\05. Demo. Building a Simple Neural Network to Perform Regression.srt 7,367 E4A0DB53
02. Implementing Predictive Analytics with Numeric Data\06. Demo. Exploring the Diamonds Dataset.mp4 10,000,945 983CFF2A
02. Implementing Predictive Analytics with Numeric Data\06. Demo. Exploring the Diamonds Dataset.srt 7,826 8509C8AA
02. Implementing Predictive Analytics with Numeric Data\07. Demo. Preparing and Processing Data.mp4 10,749,578 DFB098F5
02. Implementing Predictive Analytics with Numeric Data\07. Demo. Preparing and Processing Data.srt 7,698 CDC01E7D
02. Implementing Predictive Analytics with Numeric Data\08. Demo. Building and Training a Regression Model.mp4 17,508,946 C5CF8F54
02. Implementing Predictive Analytics with Numeric Data\08. Demo. Building and Training a Regression Model.srt 10,720 E0C4BFF0
02. Implementing Predictive Analytics with Numeric Data\09. Demo. Exploring and Preprocessing Data.mp4 16,353,246 0297255B
02. Implementing Predictive Analytics with Numeric Data\09. Demo. Exploring and Preprocessing Data.srt 11,398 7A50A5F9
02. Implementing Predictive Analytics with Numeric Data\10. Demo. Defining the Neural Network and Helper Functions.mp4 13,411,509 908AB8CF
02. Implementing Predictive Analytics with Numeric Data\10. Demo. Defining the Neural Network and Helper Functions.srt 9,076 F01370F5
02. Implementing Predictive Analytics with Numeric Data\11. Demo. Building and Training Custom Neural Networks for Classification.mp4 19,059,672 0B19CB2C
02. Implementing Predictive Analytics with Numeric Data\11. Demo. Building and Training Custom Neural Networks for Classification.srt 11,406 0CC3E98B
03. Implementing Predictive Analytics with Text Data\01. Text as Sequential Data.mp4 4,538,140 A1673B7C
03. Implementing Predictive Analytics with Text Data\01. Text as Sequential Data.srt 4,923 D0A7AEDD
03. Implementing Predictive Analytics with Text Data\02. The Recurrent Neuron.mp4 5,435,204 7966D50E
03. Implementing Predictive Analytics with Text Data\02. The Recurrent Neuron.srt 5,117 84D254EB
03. Implementing Predictive Analytics with Text Data\03. RNN Training and Long Memory Cells.mp4 8,581,466 CB708C05
03. Implementing Predictive Analytics with Text Data\03. RNN Training and Long Memory Cells.srt 8,299 BD6AAC9C
03. Implementing Predictive Analytics with Text Data\04. RNN to Generate Names in Languages.mp4 5,183,381 FE01E00F
03. Implementing Predictive Analytics with Text Data\04. RNN to Generate Names in Languages.srt 6,044 D050DBF4
03. Implementing Predictive Analytics with Text Data\05. Demo. Loading and Preparing Training Data.mp4 11,684,696 BF7C5220
03. Implementing Predictive Analytics with Text Data\05. Demo. Loading and Preparing Training Data.srt 9,187 6A06169C
03. Implementing Predictive Analytics with Text Data\06. Demo. Setting up Helper Functions.mp4 10,344,426 9EF27255
03. Implementing Predictive Analytics with Text Data\06. Demo. Setting up Helper Functions.srt 8,108 A6E2A4C2
03. Implementing Predictive Analytics with Text Data\07. Demo. Defining the RNN.mp4 19,146,671 9AEA37C7
03. Implementing Predictive Analytics with Text Data\07. Demo. Defining the RNN.srt 12,055 516F3B88
03. Implementing Predictive Analytics with Text Data\08. Demo. Training the RNN and Generating Names.mp4 17,209,416 ADA0167B
03. Implementing Predictive Analytics with Text Data\08. Demo. Training the RNN and Generating Names.srt 13,118 14D1D6AC
04. Implementing Predictive Analytics with User Preference Data\01. Finding Patterns in Data.mp4 5,009,336 C3E278DA
04. Implementing Predictive Analytics with User Preference Data\01. Finding Patterns in Data.srt 5,809 D1D8524F
04. Implementing Predictive Analytics with User Preference Data\02. Association Rule Learning.mp4 3,773,852 20D62C2C
04. Implementing Predictive Analytics with User Preference Data\02. Association Rule Learning.srt 3,189 5B620C52
04. Implementing Predictive Analytics with User Preference Data\03. Clustering.mp4 5,077,683 39948C45
04. Implementing Predictive Analytics with User Preference Data\03. Clustering.srt 3,772 304ACC20
04. Implementing Predictive Analytics with User Preference Data\04. Content Based Approaches to Recommendations.mp4 7,486,925 216DDCBA
04. Implementing Predictive Analytics with User Preference Data\04. Content Based Approaches to Recommendations.srt 7,048 197E6E95
04. Implementing Predictive Analytics with User Preference Data\05. Collaborative Filtering.mp4 5,929,983 51BCB153
04. Implementing Predictive Analytics with User Preference Data\05. Collaborative Filtering.srt 5,535 8EBDACB3
04. Implementing Predictive Analytics with User Preference Data\06. Nearest Neighborhood.mp4 4,194,142 FF64C02D
04. Implementing Predictive Analytics with User Preference Data\06. Nearest Neighborhood.srt 4,229 4085D4A4
04. Implementing Predictive Analytics with User Preference Data\07. Matrix Factorization.mp4 9,731,926 29E921D1
04. Implementing Predictive Analytics with User Preference Data\07. Matrix Factorization.srt 9,541 4D969DBB
04. Implementing Predictive Analytics with User Preference Data\08. Alternating Least Squares to Estimate the Ratings Matrix.mp4 6,078,749 D056544D
04. Implementing Predictive Analytics with User Preference Data\08. Alternating Least Squares to Estimate the Ratings Matrix.srt 6,396 91F0E00C
04. Implementing Predictive Analytics with User Preference Data\09. Evaluation Metrics vs. Loss Metrics.mp4 4,281,666 D29BE4EF
04. Implementing Predictive Analytics with User Preference Data\09. Evaluation Metrics vs. Loss Metrics.srt 4,422 728EF569
04. Implementing Predictive Analytics with User Preference Data\10. Mean Average Precision @ K.mp4 11,819,988 5488D4BB
04. Implementing Predictive Analytics with User Preference Data\10. Mean Average Precision @ K.srt 10,430 69D18D80
04. Implementing Predictive Analytics with User Preference Data\11. Demo. Initializing the Ratings Matrix.mp4 12,123,189 13B518C5
04. Implementing Predictive Analytics with User Preference Data\11. Demo. Initializing the Ratings Matrix.srt 9,329 42B38CF3
04. Implementing Predictive Analytics with User Preference Data\12. Demo. Setting up the Neural Network.mp4 12,910,734 D69CCCCB
04. Implementing Predictive Analytics with User Preference Data\12. Demo. Setting up the Neural Network.srt 9,004 30D537EC
04. Implementing Predictive Analytics with User Preference Data\13. Demo. The Train Helper Function.mp4 21,282,067 0BFE560E
04. Implementing Predictive Analytics with User Preference Data\13. Demo. The Train Helper Function.srt 12,322 1036DEF7
04. Implementing Predictive Analytics with User Preference Data\14. Demo. The Evaluate Helper Function.mp4 6,821,415 69926E12
04. Implementing Predictive Analytics with User Preference Data\14. Demo. The Evaluate Helper Function.srt 3,878 FDB9005F
04. Implementing Predictive Analytics with User Preference Data\15. Demo. Building and Training the Recommendation System Neural Network.mp4 5,565,363 28EFE790
04. Implementing Predictive Analytics with User Preference Data\15. Demo. Building and Training the Recommendation System Neural Network.srt 4,010 CBBA9F22
04. Implementing Predictive Analytics with User Preference Data\16. Summary and Further Study.mp4 2,222,008 C34243A6
04. Implementing Predictive Analytics with User Preference Data\16. Summary and Further Study.srt 2,529 9B5D721A
Exercise Files\02\demos\datasets\.DS_Store 10,244 CC4AFCF1
Exercise Files\02\demos\datasets\diamonds.csv 3,192,560 008A4326
Exercise Files\02\demos\datasets\headbrain.csv 3,370 87BB3A74
Exercise Files\02\demos\datasets\mobile_price.csv 122,403 778C06BC
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Exercise Files\02\demos\datasets\movies\ml-latest-small\ratings.csv 2,483,723 424EEF27
Exercise Files\02\demos\datasets\movies\ml-latest-small\README.txt 8,342 68111A9A
Exercise Files\02\demos\datasets\movies\ml-latest-small\tags.csv 118,660 B696D9DE
Exercise Files\02\demos\datasets\names\Arabic.txt 13,190 5FA5ACBC
Exercise Files\02\demos\datasets\names\Chinese.txt 1,247 E8F6C80B
Exercise Files\02\demos\datasets\names\Czech.txt 3,919 8455AE31
Exercise Files\02\demos\datasets\names\Dutch.txt 2,351 7E7B7F56
Exercise Files\02\demos\datasets\names\English.txt 27,125 775520AB
Exercise Files\02\demos\datasets\names\French.txt 2,178 3CA9E5D1
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Exercise Files\02\demos\datasets\names\Russian.txt 85,605 B5978499
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Exercise Files\02\demos\datasets\names\Spanish.txt 2,284 1D617065
Exercise Files\02\demos\datasets\names\Vietnamese.txt 339 78E25BDD
Exercise Files\02\demos\demo-01-SimpleRegression.ipynb 226,212 0468241D
Exercise Files\02\demos\demo-02-RegressionUsingDiamondsDataset.ipynb 361,663 E85B1FD6
Exercise Files\02\demos\demo-03-ClassificationUsingMobilePriceDataset.ipynb 205,143 7760C7BB
Exercise Files\02\demos\demo-04-CharacterGenerationUsingRNNs.ipynb 45,737 26D5531E
Exercise Files\02\demos\demo-05-RecommendationSystems.ipynb 23,580 9858CC5B
Exercise Files\02\implementing-predictive-analytics-with-numeric-data-slides.pdf 809,148 7D9BAAD4
Exercise Files\03\implementing-predictive-analytics-with-text-data-slides.pdf 1,418,651 FCF574BC
Exercise Files\04\implementing-predictive-analytics-with-user-preference-data-slides.pdf 2,182,227 3AF292E9
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Exercise Files\02 0 00000000
Exercise Files\03 0 00000000
Exercise Files\04 0 00000000
01. Course Overview 0 00000000
02. Implementing Predictive Analytics with Numeric Data 0 00000000
03. Implementing Predictive Analytics with Text Data 0 00000000
04. Implementing Predictive Analytics with User Preference Data 0 00000000
Exercise Files 0 00000000
Total size: 355,150,024
RAR Recovery
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