589689.xyz

[ ] PluralSight - Predictive Analytics Using Apache Spark MLlib on Databricks

  • 收录时间:2022-01-25 22:28:49
  • 文件大小:272MB
  • 下载次数:1
  • 最近下载:2022-01-25 22:28:49
  • 磁力链接:
立即下载 复制链接

文件列表

  1. ~Get Your Files Here !/04. Implementing Classification on Streaming Data/29. Demo-Decision Tree Classifier.mp4 14MB
  2. ~Get Your Files Here !/03. Performing Regression on Batch Data/15. Demo-Building and Evaluating a Linear Regression Model.mp4 14MB
  3. ~Get Your Files Here !/04. Implementing Classification on Streaming Data/26. Demo-Performing Predictions on Streaming Data.mp4 12MB
  4. ~Get Your Files Here !/02. Getting Started with Machine Learning with Apache Spark on Databricks/11. Demo-Feature Selection.mp4 11MB
  5. ~Get Your Files Here !/02. Getting Started with Machine Learning with Apache Spark on Databricks/06. Demo-Standardization and Scaling.mp4 11MB
  6. ~Get Your Files Here !/Exercise Files/02/demos/HTML/demo-02-ProcessingCategoricalFeatures.html 11MB
  7. ~Get Your Files Here !/02. Getting Started with Machine Learning with Apache Spark on Databricks/10. Demo-Label Encoding and One-hot Encoding.mp4 10MB
  8. ~Get Your Files Here !/03. Performing Regression on Batch Data/21. Demo-Random Forest Regression.mp4 10MB
  9. ~Get Your Files Here !/04. Implementing Classification on Streaming Data/23. Quick Overview of Logistic Regression.mp4 9MB
  10. ~Get Your Files Here !/03. Performing Regression on Batch Data/22. Demo-Gradient Boosted Tree Regression.mp4 9MB
  11. ~Get Your Files Here !/03. Performing Regression on Batch Data/16. Demo-Hyperparameter Tuning.mp4 9MB
  12. ~Get Your Files Here !/04. Implementing Classification on Streaming Data/25. Demo-Logistic Regression.mp4 8MB
  13. ~Get Your Files Here !/03. Performing Regression on Batch Data/14. Demo-Exploring the Life Expectancy Dataset.mp4 8MB
  14. ~Get Your Files Here !/02. Getting Started with Machine Learning with Apache Spark on Databricks/05. Demo-Exploring the Diabetes Dataset.mp4 8MB
  15. ~Get Your Files Here !/02. Getting Started with Machine Learning with Apache Spark on Databricks/03. Machine Learning on Apache Spark.mp4 8MB
  16. ~Get Your Files Here !/03. Performing Regression on Batch Data/20. Demo-Exploring the CO2 Emissions Dataset.mp4 8MB
  17. ~Get Your Files Here !/04. Implementing Classification on Streaming Data/24. Demo-Exploring the Loan Dataset.mp4 7MB
  18. ~Get Your Files Here !/03. Performing Regression on Batch Data/12. Quick Overview of Linear Regression.mp4 7MB
  19. ~Get Your Files Here !/02. Getting Started with Machine Learning with Apache Spark on Databricks/07. Demo-Normalization.mp4 6MB
  20. ~Get Your Files Here !/03. Performing Regression on Batch Data/13. Lasso Ridge and Elastic Net Regression.mp4 6MB
  21. ~Get Your Files Here !/04. Implementing Classification on Streaming Data/28. Demo-Exploring the Bank Marketing Campaign Dataset.mp4 5MB
  22. ~Get Your Files Here !/02. Getting Started with Machine Learning with Apache Spark on Databricks/09. Demo-Tokenizing Text Data.mp4 5MB
  23. ~Get Your Files Here !/04. Implementing Classification on Streaming Data/30. Demo-Hyperparameter Tuning with Cross Validation.mp4 5MB
  24. ~Get Your Files Here !/02. Getting Started with Machine Learning with Apache Spark on Databricks/04. Demo-Configuring the Workspace and Setting up a Notebook.mp4 5MB
  25. ~Get Your Files Here !/03. Performing Regression on Batch Data/17. Quick Overview of Ensemble Learning.mp4 5MB
  26. ~Get Your Files Here !/Exercise Files/02/demos/demo-02-ProcessingCategoricalFeatures.ipynb 5MB
  27. ~Get Your Files Here !/03. Performing Regression on Batch Data/19. Machine Learning Pipelines.mp4 5MB
  28. ~Get Your Files Here !/04. Implementing Classification on Streaming Data/27. Quick Overview of Decision Trees.mp4 4MB
  29. ~Get Your Files Here !/02. Getting Started with Machine Learning with Apache Spark on Databricks/08. Demo-Converting Continuous Values to Categorical Values.mp4 4MB
  30. ~Get Your Files Here !/01. Course Overview/01. Course Overview.mp4 4MB
  31. ~Get Your Files Here !/Exercise Files/02/demos/demo-05-RandomForestAndGBTRegressor.ipynb 3MB
  32. ~Get Your Files Here !/02. Getting Started with Machine Learning with Apache Spark on Databricks/02. Prerequisites and Course Outline.mp4 3MB
  33. ~Get Your Files Here !/Exercise Files/02/demos/demo-01-ProcessingNumericFeatures.ipynb 3MB
  34. ~Get Your Files Here !/03. Performing Regression on Batch Data/18. Averaging and Boosting.mp4 3MB
  35. ~Get Your Files Here !/Exercise Files/02/demos/HTML/demo-01-ProcessingNumericFeatures.html 3MB
  36. ~Get Your Files Here !/Exercise Files/02/demos/HTML/demo-05-RandomForestAndGBTRegressor.html 3MB
  37. ~Get Your Files Here !/Exercise Files/02/demos/datasets/superstore_data.csv 2MB
  38. ~Get Your Files Here !/04. Implementing Classification on Streaming Data/31. Summary and Further Study.mp4 2MB
  39. ~Get Your Files Here !/Exercise Files/03/performing-regression-on-batch-data-slides.pdf 2MB
  40. ~Get Your Files Here !/Exercise Files/02/demos/HTML/demo-03-FeatureSelection.html 1MB
  41. ~Get Your Files Here !/Exercise Files/02/demos/HTML/demo-07-DecisionTreeClassification.html 1MB
  42. ~Get Your Files Here !/Exercise Files/02/demos/HTML/demo-04-MultipleRegressionWithHyperparameterTuning.html 1MB
  43. ~Get Your Files Here !/Exercise Files/02/demos/demo-04-MultipleRegressionWithHyperparameterTuning.ipynb 1MB
  44. ~Get Your Files Here !/Exercise Files/02/demos/demo-06-StreamingDataClassification.ipynb 1MB
  45. ~Get Your Files Here !/Exercise Files/02/demos/demo-03-FeatureSelection.ipynb 1MB
  46. ~Get Your Files Here !/Exercise Files/02/demos/demo-07-DecisionTreeClassification.ipynb 1MB
  47. ~Get Your Files Here !/Exercise Files/02/demos/datasets/amsterdam.csv 1MB
  48. ~Get Your Files Here !/Exercise Files/02/demos/HTML/demo-06-StreamingDataClassification.html 1MB
  49. ~Get Your Files Here !/Exercise Files/02/demos/datasets/bank.csv 897KB
  50. ~Get Your Files Here !/Exercise Files/04/implementing-classification-on-streaming-data-slides.pdf 875KB
  51. ~Get Your Files Here !/Exercise Files/02/getting-started-with-machine-learning-with-apache-spark-on-databricks-slides.pdf 821KB
  52. ~Get Your Files Here !/Exercise Files/02/demos/datasets/co2.csv 465KB
  53. ~Get Your Files Here !/Exercise Files/02/demos/datasets/life_expectancy.csv 326KB
  54. ~Get Your Files Here !/Exercise Files/02/demos/datasets/loan_data/loan_data.csv 212KB
  55. ~Get Your Files Here !/Exercise Files/02/demos/datasets/diabetes.csv 23KB
  56. ~Get Your Files Here !/Exercise Files/02/demos/datasets/loan_data/loan_data-1.csv 13KB
  57. ~Get Your Files Here !/Exercise Files/02/demos/datasets/loan_data/loan_data-2.csv 12KB
  58. ~Get Your Files Here !/Exercise Files/02/demos/datasets/loan_data/loan_data-3.csv 9KB
  59. ~Get Your Files Here !/Exercise Files/02/demos/datasets/DS_Store 8KB
  60. ~Get Your Files Here !/Exercise Files/02/demos/HTML/DS_Store 6KB
  61. ~Get Your Files Here !/Exercise Files/02/demos/datasets/loan_data/DS_Store 6KB
  62. ~Get Your Files Here !/Bonus Resources.txt 357B
  63. Get Bonus Downloads Here.url 179B