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[ CoursePig.com ] PluralSight - Predictive Analytics Using Apache Spark MLlib on Databricks
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[ CoursePig.com ] PluralSight - Predictive Analytics Using Apache Spark MLlib on Databricks
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收录时间:
2022-05-13
最近下载:
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文件列表
~Get Your Files Here !/04. Implementing Classification on Streaming Data/29. Demo-Decision Tree Classifier.mp4
14.8 MB
~Get Your Files Here !/03. Performing Regression on Batch Data/15. Demo-Building and Evaluating a Linear Regression Model.mp4
14.5 MB
~Get Your Files Here !/04. Implementing Classification on Streaming Data/26. Demo-Performing Predictions on Streaming Data.mp4
12.5 MB
~Get Your Files Here !/02. Getting Started with Machine Learning with Apache Spark on Databricks/11. Demo-Feature Selection.mp4
12.0 MB
~Get Your Files Here !/02. Getting Started with Machine Learning with Apache Spark on Databricks/06. Demo-Standardization and Scaling.mp4
11.2 MB
~Get Your Files Here !/Exercise Files/02/demos/HTML/demo-02-ProcessingCategoricalFeatures.html
11.2 MB
~Get Your Files Here !/02. Getting Started with Machine Learning with Apache Spark on Databricks/10. Demo-Label Encoding and One-hot Encoding.mp4
10.5 MB
~Get Your Files Here !/03. Performing Regression on Batch Data/21. Demo-Random Forest Regression.mp4
10.3 MB
~Get Your Files Here !/04. Implementing Classification on Streaming Data/23. Quick Overview of Logistic Regression.mp4
9.8 MB
~Get Your Files Here !/03. Performing Regression on Batch Data/22. Demo-Gradient Boosted Tree Regression.mp4
9.5 MB
~Get Your Files Here !/03. Performing Regression on Batch Data/16. Demo-Hyperparameter Tuning.mp4
9.5 MB
~Get Your Files Here !/04. Implementing Classification on Streaming Data/25. Demo-Logistic Regression.mp4
8.8 MB
~Get Your Files Here !/03. Performing Regression on Batch Data/14. Demo-Exploring the Life Expectancy Dataset.mp4
8.5 MB
~Get Your Files Here !/02. Getting Started with Machine Learning with Apache Spark on Databricks/05. Demo-Exploring the Diabetes Dataset.mp4
8.0 MB
~Get Your Files Here !/02. Getting Started with Machine Learning with Apache Spark on Databricks/03. Machine Learning on Apache Spark.mp4
8.0 MB
~Get Your Files Here !/03. Performing Regression on Batch Data/20. Demo-Exploring the CO2 Emissions Dataset.mp4
7.9 MB
~Get Your Files Here !/04. Implementing Classification on Streaming Data/24. Demo-Exploring the Loan Dataset.mp4
7.2 MB
~Get Your Files Here !/03. Performing Regression on Batch Data/12. Quick Overview of Linear Regression.mp4
7.1 MB
~Get Your Files Here !/02. Getting Started with Machine Learning with Apache Spark on Databricks/07. Demo-Normalization.mp4
6.7 MB
~Get Your Files Here !/03. Performing Regression on Batch Data/13. Lasso Ridge and Elastic Net Regression.mp4
6.2 MB
~Get Your Files Here !/04. Implementing Classification on Streaming Data/28. Demo-Exploring the Bank Marketing Campaign Dataset.mp4
5.6 MB
~Get Your Files Here !/02. Getting Started with Machine Learning with Apache Spark on Databricks/09. Demo-Tokenizing Text Data.mp4
5.5 MB
~Get Your Files Here !/04. Implementing Classification on Streaming Data/30. Demo-Hyperparameter Tuning with Cross Validation.mp4
5.4 MB
~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
5.2 MB
~Get Your Files Here !/03. Performing Regression on Batch Data/17. Quick Overview of Ensemble Learning.mp4
5.1 MB
~Get Your Files Here !/Exercise Files/02/demos/demo-02-ProcessingCategoricalFeatures.ipynb
5.0 MB
~Get Your Files Here !/03. Performing Regression on Batch Data/19. Machine Learning Pipelines.mp4
4.9 MB
~Get Your Files Here !/04. Implementing Classification on Streaming Data/27. Quick Overview of Decision Trees.mp4
4.3 MB
~Get Your Files Here !/02. Getting Started with Machine Learning with Apache Spark on Databricks/08. Demo-Converting Continuous Values to Categorical Values.mp4
4.1 MB
~Get Your Files Here !/01. Course Overview/01. Course Overview.mp4
3.7 MB
~Get Your Files Here !/Exercise Files/02/demos/demo-05-RandomForestAndGBTRegressor.ipynb
3.6 MB
~Get Your Files Here !/02. Getting Started with Machine Learning with Apache Spark on Databricks/02. Prerequisites and Course Outline.mp4
3.5 MB
~Get Your Files Here !/Exercise Files/02/demos/demo-01-ProcessingNumericFeatures.ipynb
3.3 MB
~Get Your Files Here !/03. Performing Regression on Batch Data/18. Averaging and Boosting.mp4
3.3 MB
~Get Your Files Here !/Exercise Files/02/demos/HTML/demo-01-ProcessingNumericFeatures.html
3.1 MB
~Get Your Files Here !/Exercise Files/02/demos/HTML/demo-05-RandomForestAndGBTRegressor.html
2.9 MB
~Get Your Files Here !/Exercise Files/02/demos/datasets/superstore_data.csv
2.3 MB
~Get Your Files Here !/04. Implementing Classification on Streaming Data/31. Summary and Further Study.mp4
2.2 MB
~Get Your Files Here !/Exercise Files/03/performing-regression-on-batch-data-slides.pdf
1.7 MB
~Get Your Files Here !/Exercise Files/02/demos/HTML/demo-03-FeatureSelection.html
1.6 MB
~Get Your Files Here !/Exercise Files/02/demos/HTML/demo-07-DecisionTreeClassification.html
1.5 MB
~Get Your Files Here !/Exercise Files/02/demos/HTML/demo-04-MultipleRegressionWithHyperparameterTuning.html
1.5 MB
~Get Your Files Here !/Exercise Files/02/demos/demo-04-MultipleRegressionWithHyperparameterTuning.ipynb
1.4 MB
~Get Your Files Here !/Exercise Files/02/demos/demo-06-StreamingDataClassification.ipynb
1.4 MB
~Get Your Files Here !/Exercise Files/02/demos/demo-03-FeatureSelection.ipynb
1.4 MB
~Get Your Files Here !/Exercise Files/02/demos/demo-07-DecisionTreeClassification.ipynb
1.2 MB
~Get Your Files Here !/Exercise Files/02/demos/datasets/amsterdam.csv
1.1 MB
~Get Your Files Here !/Exercise Files/02/demos/HTML/demo-06-StreamingDataClassification.html
1.1 MB
~Get Your Files Here !/Exercise Files/02/demos/datasets/bank.csv
919.0 kB
~Get Your Files Here !/Exercise Files/04/implementing-classification-on-streaming-data-slides.pdf
895.8 kB
~Get Your Files Here !/Exercise Files/02/getting-started-with-machine-learning-with-apache-spark-on-databricks-slides.pdf
841.1 kB
~Get Your Files Here !/Exercise Files/02/demos/datasets/co2.csv
476.1 kB
~Get Your Files Here !/Exercise Files/02/demos/datasets/life_expectancy.csv
333.4 kB
~Get Your Files Here !/Exercise Files/02/demos/datasets/loan_data/loan_data.csv
216.6 kB
~Get Your Files Here !/Exercise Files/02/demos/datasets/diabetes.csv
23.9 kB
~Get Your Files Here !/Exercise Files/02/demos/datasets/loan_data/loan_data-1.csv
13.4 kB
~Get Your Files Here !/Exercise Files/02/demos/datasets/loan_data/loan_data-2.csv
12.7 kB
~Get Your Files Here !/Exercise Files/02/demos/datasets/loan_data/loan_data-3.csv
9.6 kB
~Get Your Files Here !/Exercise Files/02/demos/datasets/DS_Store
8.2 kB
~Get Your Files Here !/Exercise Files/02/demos/HTML/DS_Store
6.1 kB
~Get Your Files Here !/Exercise Files/02/demos/datasets/loan_data/DS_Store
6.1 kB
~Get Your Files Here !/Bonus Resources.txt
357 Bytes
Get Bonus Downloads Here.url
179 Bytes
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