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Torrent Details
[ CoursePig.com ] PluralSight - Predictive Analytics Using Apache Spark MLlib on Databricks
Category:
Ebook/Course
Size:
271.95 MB
Seeders:
5
Leechers:
12
Downloads:
66
Uploaded:
Nov 3, 2021
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[ CoursePig.com ] PluralSight - Predictive Analytics Using Apache Spark MLlib on Databricks
~Get Your Files Here !
04. Implementing Classification on Streaming Data
29. Demo-Decision Tree Classifier.mp4
- 14.16 MB
26. Demo-Performing Predictions on Streaming Data.mp4
- 11.94 MB
23. Quick Overview of Logistic Regression.mp4
- 9.31 MB
25. Demo-Logistic Regression.mp4
- 8.36 MB
24. Demo-Exploring the Loan Dataset.mp4
- 6.9 MB
28. Demo-Exploring the Bank Marketing Campaign Dataset.mp4
- 5.38 MB
30. Demo-Hyperparameter Tuning with Cross Validation.mp4
- 5.11 MB
27. Quick Overview of Decision Trees.mp4
- 4.12 MB
31. Summary and Further Study.mp4
- 2.14 MB
03. Performing Regression on Batch Data
15. Demo-Building and Evaluating a Linear Regression Model.mp4
- 13.83 MB
21. Demo-Random Forest Regression.mp4
- 9.78 MB
22. Demo-Gradient Boosted Tree Regression.mp4
- 9.06 MB
16. Demo-Hyperparameter Tuning.mp4
- 9.06 MB
14. Demo-Exploring the Life Expectancy Dataset.mp4
- 8.09 MB
20. Demo-Exploring the CO2 Emissions Dataset.mp4
- 7.58 MB
12. Quick Overview of Linear Regression.mp4
- 6.78 MB
13. Lasso Ridge and Elastic Net Regression.mp4
- 5.93 MB
17. Quick Overview of Ensemble Learning.mp4
- 4.84 MB
19. Machine Learning Pipelines.mp4
- 4.63 MB
18. Averaging and Boosting.mp4
- 3.16 MB
02. Getting Started with Machine Learning with Apache Spark on Databricks
11. Demo-Feature Selection.mp4
- 11.4 MB
06. Demo-Standardization and Scaling.mp4
- 10.69 MB
10. Demo-Label Encoding and One-hot Encoding.mp4
- 10.06 MB
05. Demo-Exploring the Diabetes Dataset.mp4
- 7.67 MB
03. Machine Learning on Apache Spark.mp4
- 7.6 MB
07. Demo-Normalization.mp4
- 6.36 MB
09. Demo-Tokenizing Text Data.mp4
- 5.26 MB
04. Demo-Configuring the Workspace and Setting up a Notebook.mp4
- 4.97 MB
08. Demo-Converting Continuous Values to Categorical Values.mp4
- 3.92 MB
02. Prerequisites and Course Outline.mp4
- 3.38 MB
Exercise Files
02
demos
HTML
demo-02-ProcessingCategoricalFeatures.html
- 10.65 MB
demo-01-ProcessingNumericFeatures.html
- 2.98 MB
demo-05-RandomForestAndGBTRegressor.html
- 2.79 MB
demo-03-FeatureSelection.html
- 1.48 MB
demo-07-DecisionTreeClassification.html
- 1.47 MB
demo-04-MultipleRegressionWithHyperparameterTuning.html
- 1.42 MB
demo-06-StreamingDataClassification.html
- 1.07 MB
DS_Store
- 6 KB
demo-02-ProcessingCategoricalFeatures.ipynb
- 4.81 MB
demo-05-RandomForestAndGBTRegressor.ipynb
- 3.45 MB
demo-01-ProcessingNumericFeatures.ipynb
- 3.18 MB
datasets
superstore_data.csv
- 2.18 MB
amsterdam.csv
- 1.08 MB
bank.csv
- 897.42 KB
co2.csv
- 464.91 KB
life_expectancy.csv
- 325.63 KB
loan_data
loan_data.csv
- 211.5 KB
loan_data-1.csv
- 13.09 KB
loan_data-2.csv
- 12.38 KB
loan_data-3.csv
- 9.35 KB
DS_Store
- 6 KB
diabetes.csv
- 23.31 KB
DS_Store
- 8 KB
demo-04-MultipleRegressionWithHyperparameterTuning.ipynb
- 1.34 MB
demo-06-StreamingDataClassification.ipynb
- 1.34 MB
demo-03-FeatureSelection.ipynb
- 1.32 MB
demo-07-DecisionTreeClassification.ipynb
- 1.16 MB
getting-started-with-machine-learning-with-apache-spark-on-databricks-slides.pdf
- 821.41 KB
03
performing-regression-on-batch-data-slides.pdf
- 1.61 MB
04
implementing-classification-on-streaming-data-slides.pdf
- 874.77 KB
01. Course Overview
01. Course Overview.mp4
- 3.52 MB
Bonus Resources.txt
- 357 B
Get Bonus Downloads Here.url
- 179 B
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InfoHash:
92CFE43533B3B107F968D9DB363A5812E50B4ED5
Last updated:
Jan 23, 2022
File count:
63 B
File Category:
9
Tags:
Other, Tutorials
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