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

File Name

Size

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

36 MB

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

4.0 kB

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

12 MB

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

2.9 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.vtt

3.6 kB

1. Getting Started with Spark/4. Warning about Java 11 and Spark 2.4.0!.html

860 B

1. Getting Started with Spark/5. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..mp4

238 MB

1. Getting Started with Spark/5. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..vtt

29 kB

1. Getting Started with Spark/5.1 Apache Spark.html

100 B

1. Getting Started with Spark/5.2 winutils.exe.html

108 B

1. Getting Started with Spark/5.3 Enthought Canopy.html

107 B

1. Getting Started with Spark/5.4 GETTING STARTED - installation steps.html

102 B

1. Getting Started with Spark/5.5 JDK.html

127 B

1. Getting Started with Spark/6. [Activity] Installing the MovieLens Movie Rating Dataset.mp4

23 MB

1. Getting Started with Spark/6. [Activity] Installing the MovieLens Movie Rating Dataset.vtt

5.3 kB

1. Getting Started with Spark/7. [Activity] Run your first Spark program! Ratings histogram example..mp4

29 MB

1. Getting Started with Spark/7. [Activity] Run your first Spark program! Ratings histogram example..vtt

7.3 kB

1. Getting Started with Spark/7.1 ratings-counter.py.py

452 B

2. Spark Basics and Simple Examples/1. Introduction to Spark.mp4

34 MB

2. Spark Basics and Simple Examples/1. Introduction to Spark.vtt

16 kB

2. Spark Basics and Simple Examples/10. [Activity] Improving the Word Count Script with Regular Expressions.mp4

24 MB

2. Spark Basics and Simple Examples/10. [Activity] Improving the Word Count Script with Regular Expressions.vtt

6.8 kB

2. Spark Basics and Simple Examples/10.1 word-count-better.py.py

539 B

2. Spark Basics and Simple Examples/11. [Activity] Sorting the Word Count Results.mp4

33 MB

2. Spark Basics and Simple Examples/11. [Activity] Sorting the Word Count Results.vtt

11 kB

2. Spark Basics and Simple Examples/11.1 word-count-better-sorted.py.py

690 B

2. Spark Basics and Simple Examples/12. Tally up amount spent by customer using Spark.html

145 B

2. Spark Basics and Simple Examples/13. Sort your results by amount spent per customer.html

145 B

2. Spark Basics and Simple Examples/2. The Resilient Distributed Dataset (RDD).mp4

36 MB

2. Spark Basics and Simple Examples/2. The Resilient Distributed Dataset (RDD).vtt

18 kB

2. Spark Basics and Simple Examples/3. Ratings Histogram Walkthrough.mp4

45 MB

2. Spark Basics and Simple Examples/3. Ratings Histogram Walkthrough.vtt

19 kB

2. Spark Basics and Simple Examples/3.1 ratings-counter.py.py

452 B

2. Spark Basics and Simple Examples/4. KeyValue RDD's, and the Average Friends by Age Example.mp4

62 MB

2. Spark Basics and Simple Examples/4. KeyValue RDD's, and the Average Friends by Age Example.vtt

24 kB

2. Spark Basics and Simple Examples/5. [Activity] Running the Average Friends by Age Example.mp4

21 MB

2. Spark Basics and Simple Examples/5. [Activity] Running the Average Friends by Age Example.vtt

8.3 kB

2. Spark Basics and Simple Examples/5.1 fakefriends.csv.html

111 B

2. Spark Basics and Simple Examples/5.2 friends-by-age.py.py

618 B

2. Spark Basics and Simple Examples/6. Filtering RDD's, and the Minimum Temperature by Location Example.mp4

31 MB

2. Spark Basics and Simple Examples/6. Filtering RDD's, and the Minimum Temperature by Location Example.vtt

12 kB

2. Spark Basics and Simple Examples/6.1 min-temperatures.py.py

739 B

2. Spark Basics and Simple Examples/6.2 1800.csv.html

104 B

2. Spark Basics and Simple Examples/7. [Activity]Running the Minimum Temperature Example, and Modifying it for Maximums.mp4

33 MB

2. Spark Basics and Simple Examples/7. [Activity]Running the Minimum Temperature Example, and Modifying it for Maximums.vtt

8.0 kB

2. Spark Basics and Simple Examples/7.1 min-temperatures.py.py

739 B

2. Spark Basics and Simple Examples/7.2 1800.csv.html

104 B

2. Spark Basics and Simple Examples/8. [Activity] Running the Maximum Temperature by Location Example.mp4

22 MB

2. Spark Basics and Simple Examples/8. [Activity] Running the Maximum Temperature by Location Example.vtt

5.4 kB

2. Spark Basics and Simple Examples/8.1 max-temperatures.py.py

739 B

2. Spark Basics and Simple Examples/9. [Activity] Counting Word Occurrences using flatmap().mp4

29 MB

2. Spark Basics and Simple Examples/9. [Activity] Counting Word Occurrences using flatmap().vtt

12 kB

2. Spark Basics and Simple Examples/9.1 word-count.py.py

441 B

2. Spark Basics and Simple Examples/9.2 Book.txt

259 kB

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

31 MB

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

8.5 kB

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

489 B

3. Advanced Examples of Spark Programs/10. [Exercise] Improve the Quality of Similar Movies.mp4

21 MB

3. Advanced Examples of Spark Programs/10. [Exercise] Improve the Quality of Similar Movies.vtt

5.5 kB

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

39 MB

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

12 kB

3. Advanced Examples of Spark Programs/2.1 popular-movies-nicer.py.py

876 B

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

25 MB

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

6.8 kB

3. Advanced Examples of Spark Programs/3.1 Marvel Graph.txt

1.6 MB

3. Advanced Examples of Spark Programs/3.2 most-popular-superhero.py.py

915 B

3. Advanced Examples of Spark Programs/3.3 Marvel Names.txt

344 kB

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

29 MB

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

8.5 kB

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

904 B

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

1.6 MB

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

344 kB

3. Advanced Examples of Spark Programs/5. Superhero Degrees of Separation Introducing Breadth-First Search.mp4

38 MB

3. Advanced Examples of Spark Programs/5. Superhero Degrees of Separation Introducing Breadth-First Search.vtt

12 kB

3. Advanced Examples of Spark Programs/6. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.mp4

26 MB

3. Advanced Examples of Spark Programs/6. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.vtt

10 kB

3. Advanced Examples of Spark Programs/7. [Activity] Superhero Degrees of Separation Review the Code and Run it.mp4

55 MB

3. Advanced Examples of Spark Programs/7. [Activity] Superhero Degrees of Separation Review the Code and Run it.vtt

14 kB

3. Advanced Examples of Spark Programs/7.1 degrees-of-separation.py.py

3.6 kB

3. Advanced Examples of Spark Programs/8. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4

47 MB

3. Advanced Examples of Spark Programs/8. Item-Based Collaborative Filtering in Spark, cache(), and persist().vtt

17 kB

3. Advanced Examples of Spark Programs/9. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4

58 MB

3. Advanced Examples of Spark Programs/9. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.vtt

17 kB

3. Advanced Examples of Spark Programs/9.1 movie-similarities.py.py

3.5 kB

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

29 MB

4. Running Spark on a Cluster/1. Introducing Elastic MapReduce.vtt

8.0 kB

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

66 MB

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

15 kB

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

25 MB

4. Running Spark on a Cluster/3. Partitioning.vtt

6.4 kB

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

29 MB

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

7.6 kB

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

3.6 kB

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

60 MB

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

16 kB

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

31 MB

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

5.6 kB

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

22 MB

4. Running Spark on a Cluster/7. Troubleshooting Spark on a Cluster.vtt

5.7 kB

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

30 MB

4. Running Spark on a Cluster/8. More Troubleshooting, and Managing Dependencies.vtt

9.6 kB

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

24 MB

5. SparkSQL, DataFrames, and DataSets/1. Introducing SparkSQL.vtt

9.3 kB

5. SparkSQL, DataFrames, and DataSets/2. Executing SQL commands and SQL-style functions on a DataFrame.mp4

31 MB

5. SparkSQL, DataFrames, and DataSets/2. Executing SQL commands and SQL-style functions on a DataFrame.vtt

13 kB

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

1.1 kB

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

20 MB

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

9.1 kB

5. SparkSQL, DataFrames, and DataSets/3.1 popular-movies-dataframe.py.py

1.4 kB

6. Other Spark Technologies and Libraries/1. Introducing MLLib.mp4

32 MB

6. Other Spark Technologies and Libraries/1. Introducing MLLib.vtt

12 kB

6. Other Spark Technologies and Libraries/2. [Activity] Using MLLib to Produce Movie Recommendations.mp4

16 MB

6. Other Spark Technologies and Libraries/2. [Activity] Using MLLib to Produce Movie Recommendations.vtt

4.3 kB

6. Other Spark Technologies and Libraries/2.1 movie-recommendations-als.py.py

1.4 kB

6. Other Spark Technologies and Libraries/3. Analyzing the ALS Recommendations Results.mp4

35 MB

6. Other Spark Technologies and Libraries/3. Analyzing the ALS Recommendations Results.vtt

7.7 kB

6. Other Spark Technologies and Libraries/4. Using DataFrames with MLLib.mp4

29 MB

6. Other Spark Technologies and Libraries/4. Using DataFrames with MLLib.vtt

12 kB

6. Other Spark Technologies and Libraries/4.1 regression.txt.txt

12 kB

6. Other Spark Technologies and Libraries/4.2 spark-linear-regression.py.py

12 kB

6. Other Spark Technologies and Libraries/5. Spark Streaming and GraphX.mp4

36 MB

6. Other Spark Technologies and Libraries/5. Spark Streaming and GraphX.vtt

12 kB

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

70 MB

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

7.4 kB

7. You Made It! Where to Go from Here/2. Bonus Lecture Discounts to continue your journey!.html

6.9 kB

[FreeCourseLab.com].url

126 B