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Download [FreeCourseLab.com] Udemy - Spark and Python for Big Data with PySpark

FreeCourseLab com Udemy Spark and Python for Big Data with PySpark

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[FreeCourseLab.com] Udemy - Spark and Python for Big Data with PySpark

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Total Size

1.7 GB

Total Files

149

Last Seen

2020-04-03 23:24

Hash

3C09C47130A3EFE607CA331C6F13CCC1A63CB5C8

/1. Introduction to Course/

1. Introduction.mp4

12.2 MB

1. Introduction.vtt

4.1 KB

2. Course Overview.mp4

15.1 MB

2. Course Overview.vtt

13.2 KB

2.1 Python-and-Spark-for-Big-Data-master.zip.zip

1.7 MB

2.2 Course Overview Slides.html

0.2 KB

3. Frequently Asked Questions.html

0.4 KB

3.1 Python-and-Spark-for-Big-Data-master.zip.zip

1.7 MB

4. What is Spark Why Python.mp4

50.5 MB

4. What is Spark Why Python.vtt

27.6 KB

4.1 Spark and Python Slides.html

0.2 KB

/10. Introduction to Machine Learning with MLlib/

1. Introduction to Machine Learning and ISLR.mp4

19.8 MB

1. Introduction to Machine Learning and ISLR.vtt

15.8 KB

1.1 Slides for ML Intro.html

0.2 KB

2. Machine Learning with Spark and Python with MLlib.mp4

53.8 MB

2. Machine Learning with Spark and Python with MLlib.vtt

14.2 KB

/11. Linear Regression/

1. Linear Regression Theory and Reading.mp4

10.4 MB

1. Linear Regression Theory and Reading.vtt

7.3 KB

1.1 Slides for Linear Regression.html

0.2 KB

2. Linear Regression Documentation Example.mp4

42.6 MB

2. Linear Regression Documentation Example.vtt

19.6 KB

3. Regression Evaluation.mp4

12.6 MB

3. Regression Evaluation.vtt

9.8 KB

4. Linear Regression Example Code Along.mp4

41.1 MB

4. Linear Regression Example Code Along.vtt

20.8 KB

4.1 Ecommerce_Customers.csv.csv

86.9 KB

5. Linear Regression Consulting Project.mp4

7.1 MB

5. Linear Regression Consulting Project.vtt

4.4 KB

6. Linear Regression Consulting Project Solutions.mp4

40.6 MB

6. Linear Regression Consulting Project Solutions.vtt

20.3 KB

/12. Logistic Regression/

1. Logistic Regression Theory and Reading.mp4

21.7 MB

1. Logistic Regression Theory and Reading.vtt

16.0 KB

1.1 Slides for Logistic Regression.html

0.2 KB

2. Logistic Regression Example Code Along.mp4

56.0 MB

2. Logistic Regression Example Code Along.vtt

21.1 KB

3. Logistic Regression Code Along.mp4

43.5 MB

3. Logistic Regression Code Along.vtt

24.5 KB

3.1 Great Example from Databricks.html

0.2 KB

3.2 Explanation of AUC.html

0.1 KB

4. Logistic Regression Consulting Project.mp4

6.7 MB

4. Logistic Regression Consulting Project.vtt

4.8 KB

5. Logistic Regression Consulting Project Solutions.mp4

35.6 MB

5. Logistic Regression Consulting Project Solutions.vtt

13.7 KB

/13. Decision Trees and Random Forests/

1. Tree Methods Theory and Reading.mp4

15.4 MB

1. Tree Methods Theory and Reading.vtt

10.6 KB

1.1 Slides for Tree Methods.html

0.2 KB

2. Tree Methods Documentation Examples.mp4

35.8 MB

2. Tree Methods Documentation Examples.vtt

18.5 KB

3. Decision Tress and Random Forest Code Along Examples.mp4

51.5 MB

3. Decision Tress and Random Forest Code Along Examples.vtt

27.4 KB

4. Random Forest - Classification Consulting Project.mp4

5.7 MB

4. Random Forest - Classification Consulting Project.vtt

3.5 KB

5. Random Forest Classification Consulting Project Solutions.mp4

16.7 MB

5. Random Forest Classification Consulting Project Solutions.vtt

10.6 KB

/14. K-means Clustering/

1. K-means Clustering Theory and Reading.mp4

13.5 MB

1. K-means Clustering Theory and Reading.vtt

9.6 KB

1.1 Slides for Clustering.html

0.2 KB

2. KMeans Clustering Documentation Example.mp4

21.9 MB

2. KMeans Clustering Documentation Example.vtt

13.2 KB

3. Clustering Example Code Along.mp4

29.2 MB

3. Clustering Example Code Along.vtt

16.7 KB

4. Clustering Consulting Project.mp4

6.9 MB

4. Clustering Consulting Project.vtt

4.3 KB

5. Clustering Consulting Project Solutions.mp4

24.2 MB

5. Clustering Consulting Project Solutions.vtt

10.3 KB

/15. Collaborative Filtering for Recommender Systems/

1. Introduction to Recommender Systems.mp4

13.3 MB

1. Introduction to Recommender Systems.vtt

9.1 KB

1.1 Recommender Slides.html

0.2 KB

2. Recommender System - Code Along Project.mp4

25.8 MB

2. Recommender System - Code Along Project.vtt

16.1 KB

/16. Natural Language Processing/

1. Introduction to Natural Language Processing.mp4

15.0 MB

1. Introduction to Natural Language Processing.vtt

11.9 KB

1.1 NLP Slides.html

0.2 KB

2. NLP Tools Part One.mp4

37.9 MB

2. NLP Tools Part One.vtt

20.5 KB

3. NLP Tools Part Two.mp4

19.8 MB

3. NLP Tools Part Two.vtt

9.7 KB

4. Natural Language Processing Code Along Project.mp4

36.9 MB

4. Natural Language Processing Code Along Project.vtt

17.6 KB

/17. Spark Streaming with Python/

1. Introduction to Streaming with Spark!.mp4

34.2 MB

1. Introduction to Streaming with Spark!.vtt

15.8 KB

1.1 Spark Streaming Slides.html

0.2 KB

2. Spark Streaming Documentation Example.mp4

30.0 MB

2. Spark Streaming Documentation Example.vtt

15.6 KB

3. Spark Streaming Twitter Project - Part.mp4

12.4 MB

3. Spark Streaming Twitter Project - Part.vtt

6.5 KB

4. Spark Streaming Twitter Project - Part Two.mp4

30.7 MB

4. Spark Streaming Twitter Project - Part Two.vtt

16.2 KB

5. Spark Streaming Twitter Project - Part Three.mp4

57.7 MB

5. Spark Streaming Twitter Project - Part Three.vtt

26.1 KB

/18. Bonus/

1. Bonus Lecture Coupons.html

5.9 KB

/2. Setting up Python with Spark/

1. Set-up Overview.mp4

11.4 MB

1. Set-up Overview.vtt

9.2 KB

1.1 Slides for Installation Options Overview.html

0.2 KB

1.2 Slides for Installation.html

0.2 KB

2. Note on Installation Sections.html

0.3 KB

/3. Local VirtualBox Set-up/

1. Local Installation VirtualBox Part 1.mp4

39.5 MB

1. Local Installation VirtualBox Part 1.vtt

16.3 KB

2. Local Installation VirtualBox Part 2.mp4

48.8 MB

2. Local Installation VirtualBox Part 2.vtt

16.8 KB

3. Setting up PySpark.mp4

16.3 MB

3. Setting up PySpark.vtt

7.4 KB

/4. AWS EC2 PySpark Set-up/

1. AWS EC2 Set-up Guide.mp4

5.6 MB

1. AWS EC2 Set-up Guide.vtt

4.0 KB

2. Creating the EC2 Instance.mp4

66.0 MB

2. Creating the EC2 Instance.vtt

21.7 KB

3. SSH with Mac or Linux.mp4

9.7 MB

3. SSH with Mac or Linux.vtt

6.7 KB

4. Installations on EC2.mp4

52.9 MB

4. Installations on EC2.vtt

18.1 KB

/5. Databricks Setup/

1. Databricks Setup.mp4

29.0 MB

1. Databricks Setup.vtt

16.9 KB

/6. AWS EMR Cluster Setup/

1. AWS EMR Setup.mp4

47.5 MB

1. AWS EMR Setup.vtt

23.7 KB

/7. Python Crash Course/

1. Introduction to Python Crash Course.mp4

3.2 MB

1. Introduction to Python Crash Course.vtt

2.2 KB

1.1 Slides for Python Crash Course.html

0.2 KB

2. Jupyter Notebook Overview.mp4

13.9 MB

2. Jupyter Notebook Overview.vtt

10.2 KB

3. Python Crash Course Part One.mp4

31.0 MB

3. Python Crash Course Part One.vtt

21.2 KB

4. Python Crash Course Part Two.mp4

23.3 MB

4. Python Crash Course Part Two.vtt

15.4 KB

5. Python Crash Course Part Three.mp4

24.3 MB

5. Python Crash Course Part Three.vtt

14.3 KB

6. Python Crash Course Exercises.mp4

5.3 MB

6. Python Crash Course Exercises.vtt

2.2 KB

7. Python Crash Course Exercise Solutions.mp4

26.3 MB

7. Python Crash Course Exercise Solutions.vtt

11.5 KB

/8. Spark DataFrame Basics/

1. Introduction to Spark DataFrames.mp4

4.9 MB

1. Introduction to Spark DataFrames.vtt

3.3 KB

1.1 Slides for Spark DataFrame Basics.html

0.2 KB

2. Spark DataFrame Basics.mp4

22.1 MB

2. Spark DataFrame Basics.vtt

14.7 KB

3. Spark DataFrame Basics Part Two.mp4

20.7 MB

3. Spark DataFrame Basics Part Two.vtt

12.9 KB

4. Spark DataFrame Basic Operations.mp4

28.9 MB

4. Spark DataFrame Basic Operations.vtt

14.3 KB

5. Groupby and Aggregate Operations.mp4

30.2 MB

5. Groupby and Aggregate Operations.vtt

16.9 KB

6. Missing Data.mp4

18.1 MB

6. Missing Data.vtt

12.0 KB

7. Dates and Timestamps.mp4

25.3 MB

7. Dates and Timestamps.vtt

13.0 KB

/9. Spark DataFrame Project Exercise/

1. DataFrame Project Exercise.mp4

12.5 MB

1. DataFrame Project Exercise.vtt

4.9 KB

2. DataFrame Project Exercise Solutions.mp4

47.3 MB

2. DataFrame Project Exercise Solutions.vtt

20.1 KB

/

[FreeCourseLab.com].url

0.1 KB

 

Total files 149


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