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[FreeCourseSite.com] Udemy - Taming Big Data with Apache Spark and Python - Hands On!

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FreeCourseSite com Udemy Taming Big Data with Apache Spark and Python Hands On

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0. Websites you may like/[CourseClub.ME].url

122B

0. Websites you may like/[FCS Forum].url

133B

0. Websites you may like/[FreeCourseSite.com].url

127B

1. Getting Started with Spark/1. Introduction.mp4

35.48MB

1. Getting Started with Spark/1. Introduction.srt

5.38KB

1. Getting Started with Spark/2. How to Use This Course.mp4

11.35MB

1. Getting Started with Spark/2. How to Use This Course.srt

6.22KB

1. Getting Started with Spark/3. Udemy 101 Getting the Most From This Course.mp4

19.74MB

1. Getting Started with Spark/3. Udemy 101 Getting the Most From This Course.srt

8.09KB

1. Getting Started with Spark/4. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..mp4

227.08MB

1. Getting Started with Spark/4. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..srt

24.11KB

1. Getting Started with Spark/4.1 winutils.exe.html

108B

1. Getting Started with Spark/4.2 Apache Spark.html

100B

1. Getting Started with Spark/4.3 JDK.html

127B

1. Getting Started with Spark/5. [Activity] Installing the MovieLens Movie Rating Dataset.mp4

45.38MB

1. Getting Started with Spark/5. [Activity] Installing the MovieLens Movie Rating Dataset.srt

6.21KB

1. Getting Started with Spark/6. [Activity] Run your first Spark program! Ratings histogram example..mp4

65.82MB

1. Getting Started with Spark/6. [Activity] Run your first Spark program! Ratings histogram example..srt

10.47KB

1. Getting Started with Spark/6.1 ratings-counter.py

452B

2. Spark Basics and the RDD Interface/1. What's new in Spark 3.mp4

151.64MB

2. Spark Basics and the RDD Interface/1. What's new in Spark 3.srt

12.14KB

2. Spark Basics and the RDD Interface/10. [Activity] Counting Word Occurrences using flatmap().mp4

54.35MB

2. Spark Basics and the RDD Interface/10. [Activity] Counting Word Occurrences using flatmap().srt

12.75KB

2. Spark Basics and the RDD Interface/10.1 word-count.py

441B

2. Spark Basics and the RDD Interface/10.2 Book.txt

258.67KB

2. Spark Basics and the RDD Interface/11. [Activity] Improving the Word Count Script with Regular Expressions.mp4

40.4MB

2. Spark Basics and the RDD Interface/11. [Activity] Improving the Word Count Script with Regular Expressions.srt

40.41MB

2. Spark Basics and the RDD Interface/11.1 word-count-better.py

539B

2. Spark Basics and the RDD Interface/12. [Activity] Sorting the Word Count Results.mp4

57.54MB

2. Spark Basics and the RDD Interface/12. [Activity] Sorting the Word Count Results.srt

13.37KB

2. Spark Basics and the RDD Interface/12.1 word-count-better-sorted.py

690B

2. Spark Basics and the RDD Interface/13. [Exercise] Find the Total Amount Spent by Customer.mp4

31.22MB

2. Spark Basics and the RDD Interface/13. [Exercise] Find the Total Amount Spent by Customer.srt

7.36KB

2. Spark Basics and the RDD Interface/13.1 customer-orders.csv.html

115B

2. Spark Basics and the RDD Interface/14. [Excercise] Check your Results, and Now Sort them by Total Amount Spent..mp4

49.21MB

2. Spark Basics and the RDD Interface/14. [Excercise] Check your Results, and Now Sort them by Total Amount Spent..srt

9.05KB

2. Spark Basics and the RDD Interface/14.1 total-spent-by-customer.py

529B

2. Spark Basics and the RDD Interface/14.2 customer-orders.csv.html

115B

2. Spark Basics and the RDD Interface/15. Check Your Sorted Implementation and Results Against Mine..mp4

24.7MB

2. Spark Basics and the RDD Interface/15. Check Your Sorted Implementation and Results Against Mine..srt

4.48KB

2. Spark Basics and the RDD Interface/15.1 total-spent-by-customer-sorted.py

735B

2. Spark Basics and the RDD Interface/15.2 customer-orders.csv.html

115B

2. Spark Basics and the RDD Interface/2. Introduction to Spark.mp4

58.3MB

2. Spark Basics and the RDD Interface/2. Introduction to Spark.srt

17.25KB

2. Spark Basics and the RDD Interface/3. The Resilient Distributed Dataset (RDD).mp4

68.76MB

2. Spark Basics and the RDD Interface/3. The Resilient Distributed Dataset (RDD).srt

19.65KB

2. Spark Basics and the RDD Interface/4. Ratings Histogram Walkthrough.mp4

83.05MB

2. Spark Basics and the RDD Interface/4. Ratings Histogram Walkthrough.srt

20.7KB

2. Spark Basics and the RDD Interface/4.1 ratings-counter.py

452B

2. Spark Basics and the RDD Interface/5. KeyValue RDD's, and the Average Friends by Age Example.mp4

110.31MB

2. Spark Basics and the RDD Interface/5. KeyValue RDD's, and the Average Friends by Age Example.srt

28.11KB

2. Spark Basics and the RDD Interface/6. [Activity] Running the Average Friends by Age Example.mp4

49.16MB

2. Spark Basics and the RDD Interface/6. [Activity] Running the Average Friends by Age Example.srt

9.24KB

2. Spark Basics and the RDD Interface/6.1 friends-by-age.py

618B

2. Spark Basics and the RDD Interface/6.2 fakefriends.csv.html

111B

2. Spark Basics and the RDD Interface/7. Filtering RDD's, and the Minimum Temperature by Location Example.mp4

54.45MB

2. Spark Basics and the RDD Interface/7. Filtering RDD's, and the Minimum Temperature by Location Example.srt

13.51KB

2. Spark Basics and the RDD Interface/7.1 1800.csv.html

104B

2. Spark Basics and the RDD Interface/7.2 min-temperatures.py

739B

2. Spark Basics and the RDD Interface/8. [Activity]Running the Minimum Temperature Example, and Modifying it for Maximums.mp4

56.24MB

2. Spark Basics and the RDD Interface/8. [Activity]Running the Minimum Temperature Example, and Modifying it for Maximums.srt

8.5KB

2. Spark Basics and the RDD Interface/8.1 min-temperatures.py

739B

2. Spark Basics and the RDD Interface/8.2 1800.csv.html

104B

2. Spark Basics and the RDD Interface/9. [Activity] Running the Maximum Temperature by Location Example.mp4

37.29MB

2. Spark Basics and the RDD Interface/9. [Activity] Running the Maximum Temperature by Location Example.srt

6.21KB

2. Spark Basics and the RDD Interface/9.1 max-temperatures.py

739B

3. SparkSQL, DataFrames, and DataSets/1. Introducing SparkSQL.mp4

49.81MB

3. SparkSQL, DataFrames, and DataSets/1. Introducing SparkSQL.srt

22KB

3. SparkSQL, DataFrames, and DataSets/2. [Activity] Executing SQL commands and SQL-style functions on a DataFrame.mp4

67.08MB

3. SparkSQL, DataFrames, and DataSets/2. [Activity] Executing SQL commands and SQL-style functions on a DataFrame.srt

17.66KB

3. SparkSQL, DataFrames, and DataSets/2.1 spark-sql.py

981B

3. SparkSQL, DataFrames, and DataSets/2.2 fakefriends.csv

8.55KB

3. SparkSQL, DataFrames, and DataSets/3. Using DataFrames instead of RDD's.mp4

60.26MB

3. SparkSQL, DataFrames, and DataSets/3. Using DataFrames instead of RDD's.srt

17.91KB

3. SparkSQL, DataFrames, and DataSets/3.1 fakefriends-header.csv

8.57KB

3. SparkSQL, DataFrames, and DataSets/3.2 spark-sql-dataframe.py

632B

3. SparkSQL, DataFrames, and DataSets/4. [Exercise] Friends by Age, with DataFrames.mp4

7.8MB

3. SparkSQL, DataFrames, and DataSets/4. [Exercise] Friends by Age, with DataFrames.srt

3.56KB

3. SparkSQL, DataFrames, and DataSets/4.1 fakefriends-header.csv

8.57KB

3. SparkSQL, DataFrames, and DataSets/5. Exercise Solution Friends by Age, with DataFrames.mp4

71.61MB

3. SparkSQL, DataFrames, and DataSets/5. Exercise Solution Friends by Age, with DataFrames.srt

17.51KB

3. SparkSQL, DataFrames, and DataSets/5.1 fakefriends-header.csv

8.57KB

3. SparkSQL, DataFrames, and DataSets/5.2 friends-by-age-dataframe.py

865B

3. SparkSQL, DataFrames, and DataSets/6. [Activity] Word Count, with DataFrames.mp4

63.24MB

3. SparkSQL, DataFrames, and DataSets/6. [Activity] Word Count, with DataFrames.srt

23.12KB

3. SparkSQL, DataFrames, and DataSets/6.1 book.txt

258.67KB

3. SparkSQL, DataFrames, and DataSets/6.2 word-count-better-sorted-dataframe.py

773B

3. SparkSQL, DataFrames, and DataSets/7. [Activity] Minimum Temperature, with DataFrames (using a custom schema).mp4

93.63MB

3. SparkSQL, DataFrames, and DataSets/7. [Activity] Minimum Temperature, with DataFrames (using a custom schema).srt

31.19KB

3. SparkSQL, DataFrames, and DataSets/7.1 min-temperatures-dataframe.py

1.63KB

3. SparkSQL, DataFrames, and DataSets/7.2 1800.csv

61.26KB

3. SparkSQL, DataFrames, and DataSets/8. [Exercise] Implement Total Spent by Customer with DataFrames.mp4

9.32MB

3. SparkSQL, DataFrames, and DataSets/8. [Exercise] Implement Total Spent by Customer with DataFrames.srt

4.38KB

3. SparkSQL, DataFrames, and DataSets/8.1 customer-orders.csv

143.41KB

3. SparkSQL, DataFrames, and DataSets/9. Exercise Solution Total Spent by Customer, with DataFrames.mp4

32.41MB

3. SparkSQL, DataFrames, and DataSets/9. Exercise Solution Total Spent by Customer, with DataFrames.srt

9.1KB

3. SparkSQL, DataFrames, and DataSets/9.1 customer-orders.csv

143.41KB

3. SparkSQL, DataFrames, and DataSets/9.2 total-spent-customer-sorted-dataframe.py

1.04KB

4. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.mp4

30.57MB

4. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.srt

9.32KB

4. Advanced Examples of Spark Programs/1.1 popular-movies-dataframe.py

933B

4. Advanced Examples of Spark Programs/10. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4

34.35MB

4. Advanced Examples of Spark Programs/10. Item-Based Collaborative Filtering in Spark, cache(), and persist().srt

13.38KB

4. Advanced Examples of Spark Programs/11. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4

138.2MB

4. Advanced Examples of Spark Programs/11. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.srt

31.32KB

4. Advanced Examples of Spark Programs/11.1 movie-similarities-dataframe.py

4.22KB

4. Advanced Examples of Spark Programs/12. [Exercise] Improve the Quality of Similar Movies.mp4

33.96MB

4. Advanced Examples of Spark Programs/12. [Exercise] Improve the Quality of Similar Movies.srt

6.47KB

4. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.mp4

90.65MB

4. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.srt

25.01KB

4. Advanced Examples of Spark Programs/2.1 popular-movies-nice-dataframe.py

1.74KB

4. Advanced Examples of Spark Programs/3. Find the Most Popular Superhero in a Social Graph.mp4

19.73MB

4. Advanced Examples of Spark Programs/3. Find the Most Popular Superhero in a Social Graph.srt

7.18KB

4. Advanced Examples of Spark Programs/3.1 most-popular-superhero-dataframe.py

1.19KB

4. Advanced Examples of Spark Programs/3.2 Marvel Names.txt

343.6KB

4. Advanced Examples of Spark Programs/3.3 Marvel Graph.txt

1.6MB

4. Advanced Examples of Spark Programs/4. [Activity] Run the Script - Discover Who the Most Popular Superhero is!.mp4

87.61MB

4. Advanced Examples of Spark Programs/4. [Activity] Run the Script - Discover Who the Most Popular Superhero is!.srt

17.94KB

4. Advanced Examples of Spark Programs/4.1 most-popular-superhero-dataframe.py

1.19KB

4. Advanced Examples of Spark Programs/4.2 Marvel Graph.txt

1.6MB

4. Advanced Examples of Spark Programs/4.3 Marvel Names.txt

343.6KB

4. Advanced Examples of Spark Programs/5. [Exercise] Find the Most Obscure Superheroes.mp4

11.27MB

4. Advanced Examples of Spark Programs/5. [Exercise] Find the Most Obscure Superheroes.srt

5.19KB

4. Advanced Examples of Spark Programs/6. Exercise Solution Most Obscure Superheroes.mp4

41.46MB

4. Advanced Examples of Spark Programs/6. Exercise Solution Most Obscure Superheroes.srt

9.86KB

4. Advanced Examples of Spark Programs/6.1 most-obscure-superheroes.py

1.29KB

4. Advanced Examples of Spark Programs/7. Superhero Degrees of Separation Introducing Breadth-First Search.mp4

61.81MB

4. Advanced Examples of Spark Programs/7. Superhero Degrees of Separation Introducing Breadth-First Search.srt

18.74KB

4. Advanced Examples of Spark Programs/8. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.mp4

47.88MB

4. Advanced Examples of Spark Programs/8. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.srt

15.77KB

4. Advanced Examples of Spark Programs/9. [Activity] Superhero Degrees of Separation Review the Code and Run it.mp4

93.99MB

4. Advanced Examples of Spark Programs/9. [Activity] Superhero Degrees of Separation Review the Code and Run it.srt

16.36KB

4. Advanced Examples of Spark Programs/9.1 degrees-of-separation.py

3.64KB

5. Running Spark on a Cluster/1. Introducing Elastic MapReduce.mp4

48.01MB

5. Running Spark on a Cluster/1. Introducing Elastic MapReduce.srt

9.03KB

5. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.mp4

112.66MB

5. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.srt

112.68MB

5. Running Spark on a Cluster/3. Partitioning.mp4

40.88MB

5. Running Spark on a Cluster/3. Partitioning.srt

7.63KB

5. Running Spark on a Cluster/4. Create Similar Movies from One Million Ratings - Part 1.mp4

51.1MB

5. Running Spark on a Cluster/4. Create Similar Movies from One Million Ratings - Part 1.srt

8.9KB

5. Running Spark on a Cluster/4.1 movie-similarities-1m.py

3.63KB

5. Running Spark on a Cluster/5. [Activity] Create Similar Movies from One Million Ratings - Part 2.mp4

104.28MB

5. Running Spark on a Cluster/5. [Activity] Create Similar Movies from One Million Ratings - Part 2.srt

17.8KB

5. Running Spark on a Cluster/6. Create Similar Movies from One Million Ratings - Part 3.mp4

50.6MB

5. Running Spark on a Cluster/6. Create Similar Movies from One Million Ratings - Part 3.srt

6.72KB

5. Running Spark on a Cluster/7. Troubleshooting Spark on a Cluster.mp4

37.49MB

5. Running Spark on a Cluster/7. Troubleshooting Spark on a Cluster.srt

6.48KB

5. Running Spark on a Cluster/8. More Troubleshooting, and Managing Dependencies.mp4

54.73MB

5. Running Spark on a Cluster/8. More Troubleshooting, and Managing Dependencies.srt

11.14KB

6. Machine Learning with Spark ML/1. Introducing MLLib.mp4

30.93MB

6. Machine Learning with Spark ML/1. Introducing MLLib.srt

14.34KB

6. Machine Learning with Spark ML/2. [Activity] Using Spark ML to Produce Movie Recommendations.mp4

100.5MB

6. Machine Learning with Spark ML/2. [Activity] Using Spark ML to Produce Movie Recommendations.srt

22.92KB

6. Machine Learning with Spark ML/2.1 movie-recommendations-als-dataframe.py

1.97KB

6. Machine Learning with Spark ML/3. Analyzing the ALS Recommendations Results.mp4

30.03MB

6. Machine Learning with Spark ML/3. Analyzing the ALS Recommendations Results.srt

10.25KB

6. Machine Learning with Spark ML/4. [Activity] Linear Regression with Spark ML.mp4

101.54MB

6. Machine Learning with Spark ML/4. [Activity] Linear Regression with Spark ML.srt

31.59KB

6. Machine Learning with Spark ML/4.1 regression.txt

11.72KB

6. Machine Learning with Spark ML/4.2 spark-linear-regression.py

1.96KB

6. Machine Learning with Spark ML/5. [Exercise] Using Decision Trees in Spark ML to Predict Real Estate Prices.mp4

34.2MB

6. Machine Learning with Spark ML/5. [Exercise] Using Decision Trees in Spark ML to Predict Real Estate Prices.srt

15.45KB

6. Machine Learning with Spark ML/5.1 realestate.csv

21.14KB

6. Machine Learning with Spark ML/6. Exercise Solution Decision Trees with Spark.mp4

59MB

6. Machine Learning with Spark ML/6. Exercise Solution Decision Trees with Spark.srt

14.22KB

6. Machine Learning with Spark ML/6.1 realestate.csv

21.14KB

6. Machine Learning with Spark ML/6.2 real-estate.py

1.83KB

7. Spark Streaming, Structured Streaming, and GraphX/1. Spark Streaming.mp4

44.97MB

7. Spark Streaming, Structured Streaming, and GraphX/1. Spark Streaming.srt

14.33KB

7. Spark Streaming, Structured Streaming, and GraphX/2. [Activity] Structured Streaming in Python.mp4

80.99MB

7. Spark Streaming, Structured Streaming, and GraphX/2. [Activity] Structured Streaming in Python.srt

15.01KB

7. Spark Streaming, Structured Streaming, and GraphX/2.1 structured-streaming.py

1.82KB

7. Spark Streaming, Structured Streaming, and GraphX/2.2 access_log.txt

10.14MB

7. Spark Streaming, Structured Streaming, and GraphX/3. [Exercise] Use Windows with Structured Streaming to Track Most-Viewed URL's.mp4

31.44MB

7. Spark Streaming, Structured Streaming, and GraphX/3. [Exercise] Use Windows with Structured Streaming to Track Most-Viewed URL's.srt

10.57KB

7. Spark Streaming, Structured Streaming, and GraphX/3.1 access_log.txt

10.14MB

7. Spark Streaming, Structured Streaming, and GraphX/4. Exercise Solution Using Structured Streaming with Windows.mp4

66.63MB

7. Spark Streaming, Structured Streaming, and GraphX/4. Exercise Solution Using Structured Streaming with Windows.srt

11.72KB

7. Spark Streaming, Structured Streaming, and GraphX/4.1 top-urls.py

1.8KB

7. Spark Streaming, Structured Streaming, and GraphX/4.2 access_log.txt

10.14MB

7. Spark Streaming, Structured Streaming, and GraphX/5. GraphX.mp4

12.05MB

7. Spark Streaming, Structured Streaming, and GraphX/5. GraphX.srt

4.15KB

8. You Made It! Where to Go from Here/1. Learning More about Spark and Data Science.mp4

82.96MB

8. You Made It! Where to Go from Here/1. Learning More about Spark and Data Science.srt

7.31KB

8. You Made It! Where to Go from Here/2. Bonus Lecture More courses to explore!.html

6.83KB

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