Download PluralSight - Predictive Analytics Using Apache Spark MLlib on Databricks Torrent

Torrent Contents Size: 271.9 MB

PluralSight - Predictive Analytics Using Apache Spark MLlib on Databricks

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01. Course Overview.mp4	MP4	3.5 MB
02. Prerequisites and Course Outline.mp4	MP4	3.4 MB
03. Machine Learning on Apache Spark.mp4	MP4	7.6 MB
04. Demo-Configuring the Workspace and Setting up a Notebook.mp4	MP4	5 MB
05. Demo-Exploring the Diabetes Dataset.mp4	MP4	7.7 MB
06. Demo-Standardization and Scaling.mp4	MP4	10.7 MB
07. Demo-Normalization.mp4	MP4	6.4 MB
08. Demo-Converting Continuous Values to Categorical Values.mp4	MP4	3.9 MB
09. Demo-Tokenizing Text Data.mp4	MP4	5.3 MB
10. Demo-Label Encoding and One-hot Encoding.mp4	MP4	10.1 MB
11. Demo-Feature Selection.mp4	MP4	11.4 MB
12. Quick Overview of Linear Regression.mp4	MP4	6.8 MB
13. Lasso Ridge and Elastic Net Regression.mp4	MP4	5.9 MB
14. Demo-Exploring the Life Expectancy Dataset.mp4	MP4	8.1 MB
15. Demo-Building and Evaluating a Linear Regression Model.mp4	MP4	13.8 MB
16. Demo-Hyperparameter Tuning.mp4	MP4	9.1 MB
17. Quick Overview of Ensemble Learning.mp4	MP4	4.8 MB
18. Averaging and Boosting.mp4	MP4	3.2 MB
19. Machine Learning Pipelines.mp4	MP4	4.6 MB
20. Demo-Exploring the CO2 Emissions Dataset.mp4	MP4	7.6 MB
21. Demo-Random Forest Regression.mp4	MP4	9.8 MB
22. Demo-Gradient Boosted Tree Regression.mp4	MP4	9.1 MB
23. Quick Overview of Logistic Regression.mp4	MP4	9.3 MB
24. Demo-Exploring the Loan Dataset.mp4	MP4	6.9 MB
25. Demo-Logistic Regression.mp4	MP4	8.4 MB
26. Demo-Performing Predictions on Streaming Data.mp4	MP4	11.9 MB
27. Quick Overview of Decision Trees.mp4	MP4	4.1 MB
28. Demo-Exploring the Bank Marketing Campaign Dataset.mp4	MP4	5.4 MB
29. Demo-Decision Tree Classifier.mp4	MP4	14.2 MB
30. Demo-Hyperparameter Tuning with Cross Validation.mp4	MP4	5.1 MB
31. Summary and Further Study.mp4	MP4	2.1 MB
Bonus Resources.txt	TXT	307.2 B
DS_Store		6 KB
Get Bonus Downloads Here.url	URL	204.8 B
amsterdam.csv	CSV	1.1 MB
bank.csv	CSV	897.4 KB
co2.csv	CSV	464.9 KB
demo-01-ProcessingNumericFeatures.html	HTML	3 MB
demo-01-ProcessingNumericFeatures.ipynb	IPYNB	3.2 MB
demo-02-ProcessingCategoricalFeatures.html	HTML	10.6 MB
demo-02-ProcessingCategoricalFeatures.ipynb	IPYNB	4.8 MB
demo-03-FeatureSelection.html	HTML	1.5 MB
demo-03-FeatureSelection.ipynb	IPYNB	1.3 MB
demo-04-MultipleRegressionWithHyperparameterTuning.html	HTML	1.4 MB
demo-04-MultipleRegressionWithHyperparameterTuning.ipynb	IPYNB	1.3 MB
demo-05-RandomForestAndGBTRegressor.html	HTML	2.8 MB
demo-05-RandomForestAndGBTRegressor.ipynb	IPYNB	3.5 MB
demo-06-StreamingDataClassification.html	HTML	1.1 MB
demo-06-StreamingDataClassification.ipynb	IPYNB	1.3 MB
demo-07-DecisionTreeClassification.html	HTML	1.5 MB
demo-07-DecisionTreeClassification.ipynb	IPYNB	1.2 MB
diabetes.csv	CSV	23.3 KB
getting-started-with-machine-learning-with-apache-spark-on-databricks-slides.pdf	PDF	821.4 KB
implementing-classification-on-streaming-data-slides.pdf	PDF	874.8 KB
life_expectancy.csv	CSV	325.6 KB
loan_data-1.csv	CSV	13.1 KB
loan_data-2.csv	CSV	12.4 KB
loan_data-3.csv	CSV	9.4 KB
loan_data.csv	CSV	211.5 KB
performing-regression-on-batch-data-slides.pdf	PDF	1.6 MB
superstore_data.csv	CSV	2.2 MB

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PluralSight - Predictive Analytics Using Apache Spark MLlib on Databricks

Torrent Contents Size: 271.9 MB

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