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Lynda - Mathematica 11 Machine Learning

  • 收录时间:2020-04-06 01:13:05
  • 文件大小:120MB
  • 下载次数:50
  • 最近下载:2021-01-13 05:25:24
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文件列表

  1. 02. Introducing Machine Learning/02_02-Separate training data from test data.mp4 15MB
  2. 05. Performing Supervised Learning Tasks/05_06-Identify data clusters.mp4 8MB
  3. 05. Performing Supervised Learning Tasks/05_01-Calculate the logistic sigmoid function for a data set.mp4 7MB
  4. 04. Determining Functions that Generate Data/04_02-Find a time series that fits given data.mp4 7MB
  5. 05. Performing Supervised Learning Tasks/05_05-Measure predictor function performance.mp4 7MB
  6. 04. Determining Functions that Generate Data/04_01-Find a fit using a linear model.mp4 6MB
  7. 03. Preparing Data for Machine Learning/03_01-Standardize normalize or rescale data.mp4 6MB
  8. 03. Preparing Data for Machine Learning/03_05-Group elements using a rule.mp4 6MB
  9. 05. Performing Supervised Learning Tasks/05_04-Measure classifier function performance.mp4 6MB
  10. 03. Preparing Data for Machine Learning/03_02-Replace values near zero with zero.mp4 6MB
  11. 05. Performing Supervised Learning Tasks/05_03-Predict values using training data.mp4 6MB
  12. 03. Preparing Data for Machine Learning/03_04-Count values by adherence or nonadherence to a rule.mp4 5MB
  13. 03. Preparing Data for Machine Learning/03_03-Interpolate data to enter missing values.mp4 5MB
  14. 04. Determining Functions that Generate Data/04_04-Find a function that generates a given sequence of values.mp4 5MB
  15. 02. Introducing Machine Learning/02_03-Import data from a file.mp4 4MB
  16. 04. Determining Functions that Generate Data/04_03-Find a formula that represents a data set.mp4 4MB
  17. 03. Preparing Data for Machine Learning/03_06-Sort elements using a rule.mp4 4MB
  18. 05. Performing Supervised Learning Tasks/05_02-Classify items using training data.mp4 4MB
  19. 02. Introducing Machine Learning/02_01-Overview of machine learning tasks.mp4 3MB
  20. 01. Introduction/01_01-Welcome.mp4 3MB
  21. 06. Conclusion/06_01-Next steps.mp4 2MB
  22. 01. Introduction/01_02-What you should know.mp4 2MB
  23. 01. Introduction/01_03-Exercise files.mp4 778KB
  24. Exercice Files/Chapter04/LogisticSigmoid.nb 14KB
  25. Exercice Files/Chapter01/HousePriceData.xlsx 10KB
  26. Exercice Files/Chapter04/ClassifierPerformance.nb 4KB
  27. Exercice Files/Chapter03/FindSequence.nb 3KB
  28. Exercice Files/Chapter04/Clustering.nb 3KB
  29. Exercice Files/Chapter04/PredictorPerformance.nb 3KB
  30. Exercice Files/Chapter04/Classify.nb 3KB
  31. Exercice Files/Chapter03/FindFormula.nb 2KB
  32. Exercice Files/Chapter02/SortElements.nb 2KB
  33. Exercice Files/Chapter02/GroupBy.nb 2KB
  34. Exercice Files/Chapter03/Linear.nb 2KB
  35. Exercice Files/Chapter04/Prediction.nb 2KB
  36. Exercice Files/Chapter02/Standardize.nb 2KB
  37. Exercice Files/Chapter03/TimeSeries.nb 2KB
  38. Exercice Files/Chapter02/Threshold.nb 2KB
  39. Exercice Files/Chapter02/Interpolate.nb 2KB
  40. Exercice Files/Chapter02/CountValues.nb 2KB