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

File Name

Size

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

122 B

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

133 B

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

127 B

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

36 MB

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

5.4 kB

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

11 MB

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

6.2 kB

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

20 MB

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

8.1 kB

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

227 MB

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

24 kB

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

108 B

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

100 B

1. Getting Started with Spark/4.3 JDK.html

127 B

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

45 MB

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

6.2 kB

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

66 MB

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

10 kB

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

452 B

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

152 MB

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

12 kB

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

54 MB

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

13 kB

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

441 B

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

259 kB

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

40 MB

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

40 MB

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

539 B

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

58 MB

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

13 kB

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

690 B

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

31 MB

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

7.4 kB

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

115 B

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

49 MB

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

9.1 kB

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

529 B

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

115 B

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

25 MB

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

4.5 kB

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

735 B

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

115 B

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

58 MB

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

17 kB

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

69 MB

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

20 kB

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

83 MB

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

21 kB

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

452 B

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

110 MB

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

28 kB

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

49 MB

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

9.2 kB

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

618 B

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

111 B

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

54 MB

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

14 kB

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

104 B

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

739 B

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

56 MB

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

8.5 kB

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

739 B

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

104 B

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

37 MB

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

6.2 kB

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

739 B

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

50 MB

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

22 kB

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

67 MB

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

18 kB

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

981 B

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

8.5 kB

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

60 MB

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

18 kB

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

8.6 kB

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

632 B

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

7.8 MB

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

3.6 kB

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

8.6 kB

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

72 MB

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

18 kB

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

8.6 kB

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

865 B

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

63 MB

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

23 kB

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

259 kB

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

773 B

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

94 MB

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

31 kB

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

1.6 kB

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

61 kB

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

9.3 MB

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

4.4 kB

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

143 kB

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

32 MB

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

9.1 kB

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

143 kB

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

1.0 kB

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

31 MB

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

9.3 kB

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

933 B

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

34 MB

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

13 kB

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

138 MB

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

31 kB

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

4.2 kB

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

34 MB

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

6.5 kB

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

91 MB

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

25 kB

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

1.7 kB

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

20 MB

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

7.2 kB

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

1.2 kB

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

344 kB

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

1.6 MB

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

88 MB

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

18 kB

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

1.2 kB

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

1.6 MB

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

344 kB

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

11 MB

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

5.2 kB

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

42 MB

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

9.9 kB

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

1.3 kB

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

62 MB

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

19 kB

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

48 MB

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

16 kB

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

94 MB

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

16 kB

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

3.6 kB

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

48 MB

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

9.0 kB

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

113 MB

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

113 MB

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

41 MB

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

7.6 kB

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

51 MB

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

8.9 kB

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

3.6 kB

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

104 MB

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

18 kB

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

51 MB

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

6.7 kB

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

38 MB

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

6.5 kB

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

55 MB

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

11 kB

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

31 MB

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

14 kB

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

100 MB

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

23 kB

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

2.0 kB

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

30 MB

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

10 kB

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

102 MB

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

32 kB

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

12 kB

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

2.0 kB

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

34 MB

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

15 kB

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

21 kB

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

59 MB

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

14 kB

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

21 kB

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

1.8 kB

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

45 MB

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

14 kB

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

81 MB

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

15 kB

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

1.8 kB

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

10 MB

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

31 MB

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

11 kB

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

10 MB

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

67 MB

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

12 kB

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

1.8 kB

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

10 MB

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

12 MB

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

4.1 kB

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

83 MB

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

7.3 kB

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

6.8 kB