| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/4. AWS EC2 PySpark Set-up/2. Creating the EC2 Instance.mp4 |
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| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/8. Spark DataFrame Basics/1. Introduction to Spark DataFrames.mp4 |
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| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/9. Spark DataFrame Project Exercise/1. DataFrame Project Exercise.mp4 |
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| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/10. Introduction to Machine Learning with MLlib/1. Introduction to Machine Learning and ISLR.mp4 |
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51.3 MB |
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| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/11. Linear Regression/1. Linear Regression Theory and Reading.mp4 |
9.9 MB |
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| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/11. Linear Regression/3. Regression Evaluation.mp4 |
12 MB |
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| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/11. Linear Regression/4.1 Ecommerce_Customers.csv.csv |
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| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/11. Linear Regression/5. Linear Regression Consulting Project.mp4 |
6.8 MB |
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| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/11. Linear Regression/6. Linear Regression Consulting Project Solutions.mp4 |
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| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/12. Logistic Regression/1. Logistic Regression Theory and Reading.mp4 |
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| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/12. Logistic Regression/3.1 Great Example from Databricks.html |
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| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/13. Decision Trees and Random Forests/1. Tree Methods Theory and Reading.mp4 |
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34.2 MB |
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| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/13. Decision Trees and Random Forests/3. Decision Tress and Random Forest Code Along Examples.mp4 |
49.1 MB |
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| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/13. Decision Trees and Random Forests/4. Random Forest - Classification Consulting Project.mp4 |
5.4 MB |
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| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/13. Decision Trees and Random Forests/5. Random Forest Classification Consulting Project Solutions.mp4 |
15.9 MB |
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| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/14. K-means Clustering/1. K-means Clustering Theory and Reading.mp4 |
12.9 MB |
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27.9 MB |
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| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/14. K-means Clustering/4. Clustering Consulting Project.mp4 |
6.6 MB |
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23 MB |
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| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/15. Collaborative Filtering for Recommender Systems/1. Introduction to Recommender Systems.mp4 |
12.7 MB |
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9 KB |
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161 B |
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24.6 MB |
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16 KB |
| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/16. Natural Language Processing/1. Introduction to Natural Language Processing.mp4 |
14.3 MB |
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12 KB |
| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/16. Natural Language Processing/1.1 NLP Slides.html |
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| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/16. Natural Language Processing/2. NLP Tools Part One.mp4 |
36.2 MB |
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20 KB |
| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/16. Natural Language Processing/3. NLP Tools Part Two.mp4 |
18.9 MB |
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9 KB |
| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/16. Natural Language Processing/4. Natural Language Processing Code Along Project.mp4 |
35.2 MB |
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17 KB |
| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/17. Spark Streaming with Python/1. Introduction to Streaming with Spark!.mp4 |
32.6 MB |
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15 KB |
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161 B |
| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/17. Spark Streaming with Python/2. Spark Streaming Documentation Example.mp4 |
28.6 MB |
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15 KB |
| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/17. Spark Streaming with Python/3. Spark Streaming Twitter Project - Part.mp4 |
11.8 MB |
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6 KB |
| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/17. Spark Streaming with Python/4. Spark Streaming Twitter Project - Part Two.mp4 |
29.3 MB |
| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/17. Spark Streaming with Python/4. Spark Streaming Twitter Project - Part Two.vtt |
16 KB |
| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/17. Spark Streaming with Python/5. Spark Streaming Twitter Project - Part Three.mp4 |
55 MB |
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26 KB |
| Spark and Python for Big Data with PySpark/Spark and Python for Big Data with PySpark/18. Bonus/1. Bonus Lecture Coupons.html |
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