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[Udemy] Taming Big Data with Apache Spark and Python - Hands On! (2020) [En]的二维码

文档列表

1. Getting Started with Spark/4. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..mp4 238.1 MB
2. Spark Basics and the RDD Interface/1. What's new in Spark 3.mp4 159.0 MB
4. Advanced Examples of Spark Programs/11. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4 144.9 MB
5. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.srt 118.2 MB
5. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.mp4 118.1 MB
2. Spark Basics and the RDD Interface/5. KeyValue RDD's, and the Average Friends by Age Example.mp4 115.7 MB
5. Running Spark on a Cluster/5. [Activity] Create Similar Movies from One Million Ratings - Part 2.mp4 109.3 MB
6. Machine Learning with Spark ML/4. [Activity] Linear Regression with Spark ML.mp4 106.5 MB
6. Machine Learning with Spark ML/2. [Activity] Using Spark ML to Produce Movie Recommendations.mp4 105.4 MB
4. Advanced Examples of Spark Programs/9. [Activity] Superhero Degrees of Separation Review the Code and Run it.mp4 98.6 MB
3. SparkSQL, DataFrames, and DataSets/7. [Activity] Minimum Temperature, with DataFrames (using a custom schema).mp4 98.2 MB
4. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.mp4 95.1 MB
4. Advanced Examples of Spark Programs/4. [Activity] Run the Script - Discover Who the Most Popular Superhero is!.mp4 91.9 MB
2. Spark Basics and the RDD Interface/4. Ratings Histogram Walkthrough.mp4 87.1 MB
8. You Made It! Where to Go from Here/1. Learning More about Spark and Data Science.mp4 87.0 MB
7. Spark Streaming, Structured Streaming, and GraphX/2. [Activity] Structured Streaming in Python.mp4 84.9 MB
3. SparkSQL, DataFrames, and DataSets/5. Exercise Solution Friends by Age, with DataFrames.mp4 75.1 MB
2. Spark Basics and the RDD Interface/3. The Resilient Distributed Dataset (RDD).mp4 72.1 MB
3. SparkSQL, DataFrames, and DataSets/2. [Activity] Executing SQL commands and SQL-style functions on a DataFrame.mp4 70.3 MB
7. Spark Streaming, Structured Streaming, and GraphX/4. Exercise Solution Using Structured Streaming with Windows.mp4 69.9 MB
1. Getting Started with Spark/6. [Activity] Run your first Spark program! Ratings histogram example..mp4 69.0 MB
3. SparkSQL, DataFrames, and DataSets/6. [Activity] Word Count, with DataFrames.mp4 66.3 MB
4. Advanced Examples of Spark Programs/7. Superhero Degrees of Separation Introducing Breadth-First Search.mp4 64.8 MB
3. SparkSQL, DataFrames, and DataSets/3. Using DataFrames instead of RDD's.mp4 63.2 MB
6. Machine Learning with Spark ML/6. Exercise Solution Decision Trees with Spark.mp4 61.9 MB
2. Spark Basics and the RDD Interface/2. Introduction to Spark.mp4 61.1 MB
2. Spark Basics and the RDD Interface/12. [Activity] Sorting the Word Count Results.mp4 60.3 MB
2. Spark Basics and the RDD Interface/8. [Activity]Running the Minimum Temperature Example, and Modifying it for Maximums.mp4 59.0 MB
5. Running Spark on a Cluster/8. More Troubleshooting, and Managing Dependencies.mp4 57.4 MB
2. Spark Basics and the RDD Interface/7. Filtering RDD's, and the Minimum Temperature by Location Example.mp4 57.1 MB
2. Spark Basics and the RDD Interface/10. [Activity] Counting Word Occurrences using flatmap().mp4 57.0 MB
5. Running Spark on a Cluster/4. Create Similar Movies from One Million Ratings - Part 1.mp4 53.6 MB
5. Running Spark on a Cluster/6. Create Similar Movies from One Million Ratings - Part 3.mp4 53.1 MB
3. SparkSQL, DataFrames, and DataSets/1. Introducing SparkSQL.mp4 52.2 MB
2. Spark Basics and the RDD Interface/14. [Excercise] Check your Results, and Now Sort them by Total Amount Spent..mp4 51.6 MB
2. Spark Basics and the RDD Interface/6. [Activity] Running the Average Friends by Age Example.mp4 51.5 MB
5. Running Spark on a Cluster/1. Introducing Elastic MapReduce.mp4 50.3 MB
4. Advanced Examples of Spark Programs/8. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.mp4 50.2 MB
1. Getting Started with Spark/5. [Activity] Installing the MovieLens Movie Rating Dataset.mp4 47.6 MB
7. Spark Streaming, Structured Streaming, and GraphX/1. Spark Streaming.mp4 47.2 MB
4. Advanced Examples of Spark Programs/6. Exercise Solution Most Obscure Superheroes.mp4 43.5 MB
5. Running Spark on a Cluster/3. Partitioning.mp4 42.9 MB
2. Spark Basics and the RDD Interface/11. [Activity] Improving the Word Count Script with Regular Expressions.srt 42.4 MB
2. Spark Basics and the RDD Interface/11. [Activity] Improving the Word Count Script with Regular Expressions.mp4 42.4 MB
5. Running Spark on a Cluster/7. Troubleshooting Spark on a Cluster.mp4 39.3 MB
2. Spark Basics and the RDD Interface/9. [Activity] Running the Maximum Temperature by Location Example.mp4 39.1 MB
1. Getting Started with Spark/1. Introduction.mp4 37.2 MB
4. Advanced Examples of Spark Programs/10. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4 36.0 MB
6. Machine Learning with Spark ML/5. [Exercise] Using Decision Trees in Spark ML to Predict Real Estate Prices.mp4 35.9 MB
4. Advanced Examples of Spark Programs/12. [Exercise] Improve the Quality of Similar Movies.mp4 35.6 MB
3. SparkSQL, DataFrames, and DataSets/9. Exercise Solution Total Spent by Customer, with DataFrames.mp4 34.0 MB
7. Spark Streaming, Structured Streaming, and GraphX/3. [Exercise] Use Windows with Structured Streaming to Track Most-Viewed URL's.mp4 33.0 MB
2. Spark Basics and the RDD Interface/13. [Exercise] Find the Total Amount Spent by Customer.mp4 32.7 MB
6. Machine Learning with Spark ML/1. Introducing MLLib.mp4 32.4 MB
4. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.mp4 32.1 MB
6. Machine Learning with Spark ML/3. Analyzing the ALS Recommendations Results.mp4 31.5 MB
2. Spark Basics and the RDD Interface/15. Check Your Sorted Implementation and Results Against Mine..mp4 25.9 MB
1. Getting Started with Spark/3. Udemy 101 Getting the Most From This Course.mp4 20.7 MB
4. Advanced Examples of Spark Programs/3. Find the Most Popular Superhero in a Social Graph.mp4 20.7 MB
7. Spark Streaming, Structured Streaming, and GraphX/5. GraphX.mp4 12.6 MB
1. Getting Started with Spark/2. How to Use This Course.mp4 11.9 MB
4. Advanced Examples of Spark Programs/5. [Exercise] Find the Most Obscure Superheroes.mp4 11.8 MB
7. Spark Streaming, Structured Streaming, and GraphX/2.2 access_log.txt 10.6 MB
7. Spark Streaming, Structured Streaming, and GraphX/3.1 access_log.txt 10.6 MB
7. Spark Streaming, Structured Streaming, and GraphX/4.2 access_log.txt 10.6 MB
3. SparkSQL, DataFrames, and DataSets/8. [Exercise] Implement Total Spent by Customer with DataFrames.mp4 9.8 MB
3. SparkSQL, DataFrames, and DataSets/4. [Exercise] Friends by Age, with DataFrames.mp4 8.2 MB
4. Advanced Examples of Spark Programs/3.3 Marvel Graph.txt 1.7 MB
4. Advanced Examples of Spark Programs/4.2 Marvel Graph.txt 1.7 MB
4. Advanced Examples of Spark Programs/3.2 Marvel Names.txt 351.8 kB
4. Advanced Examples of Spark Programs/4.3 Marvel Names.txt 351.8 kB
2. Spark Basics and the RDD Interface/10.2 Book.txt 264.9 kB
3. SparkSQL, DataFrames, and DataSets/6.1 book.txt 264.9 kB
3. SparkSQL, DataFrames, and DataSets/8.1 customer-orders.csv 146.9 kB
3. SparkSQL, DataFrames, and DataSets/9.1 customer-orders.csv 146.9 kB
3. SparkSQL, DataFrames, and DataSets/7.2 1800.csv 62.7 kB
6. Machine Learning with Spark ML/4. [Activity] Linear Regression with Spark ML.srt 32.3 kB
4. Advanced Examples of Spark Programs/11. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.srt 32.1 kB
3. SparkSQL, DataFrames, and DataSets/7. [Activity] Minimum Temperature, with DataFrames (using a custom schema).srt 31.9 kB
2. Spark Basics and the RDD Interface/5. KeyValue RDD's, and the Average Friends by Age Example.srt 28.8 kB
4. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.srt 25.6 kB
1. Getting Started with Spark/4. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..srt 24.7 kB
3. SparkSQL, DataFrames, and DataSets/6. [Activity] Word Count, with DataFrames.srt 23.7 kB
6. Machine Learning with Spark ML/2. [Activity] Using Spark ML to Produce Movie Recommendations.srt 23.5 kB
3. SparkSQL, DataFrames, and DataSets/1. Introducing SparkSQL.srt 22.5 kB
6. Machine Learning with Spark ML/5.1 realestate.csv 21.6 kB
6. Machine Learning with Spark ML/6.1 realestate.csv 21.6 kB
2. Spark Basics and the RDD Interface/4. Ratings Histogram Walkthrough.srt 21.2 kB
2. Spark Basics and the RDD Interface/3. The Resilient Distributed Dataset (RDD).srt 20.1 kB
4. Advanced Examples of Spark Programs/7. Superhero Degrees of Separation Introducing Breadth-First Search.srt 19.2 kB
4. Advanced Examples of Spark Programs/4. [Activity] Run the Script - Discover Who the Most Popular Superhero is!.srt 18.4 kB
3. SparkSQL, DataFrames, and DataSets/3. Using DataFrames instead of RDD's.srt 18.3 kB
5. Running Spark on a Cluster/5. [Activity] Create Similar Movies from One Million Ratings - Part 2.srt 18.2 kB
3. SparkSQL, DataFrames, and DataSets/2. [Activity] Executing SQL commands and SQL-style functions on a DataFrame.srt 18.1 kB
3. SparkSQL, DataFrames, and DataSets/5. Exercise Solution Friends by Age, with DataFrames.srt 17.9 kB
2. Spark Basics and the RDD Interface/2. Introduction to Spark.srt 17.7 kB
4. Advanced Examples of Spark Programs/9. [Activity] Superhero Degrees of Separation Review the Code and Run it.srt 16.7 kB
4. Advanced Examples of Spark Programs/8. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.srt 16.1 kB
6. Machine Learning with Spark ML/5. [Exercise] Using Decision Trees in Spark ML to Predict Real Estate Prices.srt 15.8 kB
7. Spark Streaming, Structured Streaming, and GraphX/2. [Activity] Structured Streaming in Python.srt 15.4 kB
6. Machine Learning with Spark ML/1. Introducing MLLib.srt 14.7 kB
7. Spark Streaming, Structured Streaming, and GraphX/1. Spark Streaming.srt 14.7 kB
6. Machine Learning with Spark ML/6. Exercise Solution Decision Trees with Spark.srt 14.6 kB
2. Spark Basics and the RDD Interface/7. Filtering RDD's, and the Minimum Temperature by Location Example.srt 13.8 kB
4. Advanced Examples of Spark Programs/10. Item-Based Collaborative Filtering in Spark, cache(), and persist().srt 13.7 kB
2. Spark Basics and the RDD Interface/12. [Activity] Sorting the Word Count Results.srt 13.7 kB
2. Spark Basics and the RDD Interface/10. [Activity] Counting Word Occurrences using flatmap().srt 13.1 kB
2. Spark Basics and the RDD Interface/1. What's new in Spark 3.srt 12.4 kB
6. Machine Learning with Spark ML/4.1 regression.txt 12.0 kB
7. Spark Streaming, Structured Streaming, and GraphX/4. Exercise Solution Using Structured Streaming with Windows.srt 12.0 kB
5. Running Spark on a Cluster/8. More Troubleshooting, and Managing Dependencies.srt 11.4 kB
7. Spark Streaming, Structured Streaming, and GraphX/3. [Exercise] Use Windows with Structured Streaming to Track Most-Viewed URL's.srt 10.8 kB
1. Getting Started with Spark/6. [Activity] Run your first Spark program! Ratings histogram example..srt 10.7 kB
6. Machine Learning with Spark ML/3. Analyzing the ALS Recommendations Results.srt 10.5 kB
4. Advanced Examples of Spark Programs/6. Exercise Solution Most Obscure Superheroes.srt 10.1 kB
4. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.srt 9.5 kB
2. Spark Basics and the RDD Interface/6. [Activity] Running the Average Friends by Age Example.srt 9.5 kB
3. SparkSQL, DataFrames, and DataSets/9. Exercise Solution Total Spent by Customer, with DataFrames.srt 9.3 kB
2. Spark Basics and the RDD Interface/14. [Excercise] Check your Results, and Now Sort them by Total Amount Spent..srt 9.3 kB
5. Running Spark on a Cluster/1. Introducing Elastic MapReduce.srt 9.2 kB
5. Running Spark on a Cluster/4. Create Similar Movies from One Million Ratings - Part 1.srt 9.1 kB
3. SparkSQL, DataFrames, and DataSets/3.1 fakefriends-header.csv 8.8 kB
3. SparkSQL, DataFrames, and DataSets/4.1 fakefriends-header.csv 8.8 kB
3. SparkSQL, DataFrames, and DataSets/5.1 fakefriends-header.csv 8.8 kB
3. SparkSQL, DataFrames, and DataSets/2.2 fakefriends.csv 8.8 kB
2. Spark Basics and the RDD Interface/8. [Activity]Running the Minimum Temperature Example, and Modifying it for Maximums.srt 8.7 kB
1. Getting Started with Spark/3. Udemy 101 Getting the Most From This Course.srt 8.3 kB
5. Running Spark on a Cluster/3. Partitioning.srt 7.8 kB
2. Spark Basics and the RDD Interface/13. [Exercise] Find the Total Amount Spent by Customer.srt 7.5 kB
8. You Made It! Where to Go from Here/1. Learning More about Spark and Data Science.srt 7.5 kB
4. Advanced Examples of Spark Programs/3. Find the Most Popular Superhero in a Social Graph.srt 7.4 kB
8. You Made It! Where to Go from Here/2. Bonus Lecture More courses to explore!.html 7.0 kB
5. Running Spark on a Cluster/6. Create Similar Movies from One Million Ratings - Part 3.srt 6.9 kB
5. Running Spark on a Cluster/7. Troubleshooting Spark on a Cluster.srt 6.6 kB
4. Advanced Examples of Spark Programs/12. [Exercise] Improve the Quality of Similar Movies.srt 6.6 kB
1. Getting Started with Spark/2. How to Use This Course.srt 6.4 kB
2. Spark Basics and the RDD Interface/9. [Activity] Running the Maximum Temperature by Location Example.srt 6.4 kB
1. Getting Started with Spark/5. [Activity] Installing the MovieLens Movie Rating Dataset.srt 6.4 kB
1. Getting Started with Spark/1. Introduction.srt 5.5 kB
4. Advanced Examples of Spark Programs/5. [Exercise] Find the Most Obscure Superheroes.srt 5.3 kB
2. Spark Basics and the RDD Interface/15. Check Your Sorted Implementation and Results Against Mine..srt 4.6 kB
3. SparkSQL, DataFrames, and DataSets/8. [Exercise] Implement Total Spent by Customer with DataFrames.srt 4.5 kB
4. Advanced Examples of Spark Programs/11.1 movie-similarities-dataframe.py 4.3 kB
7. Spark Streaming, Structured Streaming, and GraphX/5. GraphX.srt 4.2 kB
4. Advanced Examples of Spark Programs/9.1 degrees-of-separation.py 3.7 kB
5. Running Spark on a Cluster/4.1 movie-similarities-1m.py 3.7 kB
3. SparkSQL, DataFrames, and DataSets/4. [Exercise] Friends by Age, with DataFrames.srt 3.6 kB
6. Machine Learning with Spark ML/2.1 movie-recommendations-als-dataframe.py 2.0 kB
6. Machine Learning with Spark ML/4.2 spark-linear-regression.py 2.0 kB
6. Machine Learning with Spark ML/6.2 real-estate.py 1.9 kB
7. Spark Streaming, Structured Streaming, and GraphX/2.1 structured-streaming.py 1.9 kB
7. Spark Streaming, Structured Streaming, and GraphX/4.1 top-urls.py 1.8 kB
4. Advanced Examples of Spark Programs/2.1 popular-movies-nice-dataframe.py 1.8 kB
3. SparkSQL, DataFrames, and DataSets/7.1 min-temperatures-dataframe.py 1.7 kB
4. Advanced Examples of Spark Programs/6.1 most-obscure-superheroes.py 1.3 kB
4. Advanced Examples of Spark Programs/3.1 most-popular-superhero-dataframe.py 1.2 kB
4. Advanced Examples of Spark Programs/4.1 most-popular-superhero-dataframe.py 1.2 kB
3. SparkSQL, DataFrames, and DataSets/9.2 total-spent-customer-sorted-dataframe.py 1.1 kB
3. SparkSQL, DataFrames, and DataSets/2.1 spark-sql.py 981 Bytes
4. Advanced Examples of Spark Programs/1.1 popular-movies-dataframe.py 933 Bytes
3. SparkSQL, DataFrames, and DataSets/5.2 friends-by-age-dataframe.py 865 Bytes
3. SparkSQL, DataFrames, and DataSets/6.2 word-count-better-sorted-dataframe.py 773 Bytes
2. Spark Basics and the RDD Interface/7.2 min-temperatures.py 739 Bytes
2. Spark Basics and the RDD Interface/8.1 min-temperatures.py 739 Bytes
2. Spark Basics and the RDD Interface/9.1 max-temperatures.py 739 Bytes
2. Spark Basics and the RDD Interface/15.1 total-spent-by-customer-sorted.py 735 Bytes
2. Spark Basics and the RDD Interface/12.1 word-count-better-sorted.py 690 Bytes
3. SparkSQL, DataFrames, and DataSets/3.2 spark-sql-dataframe.py 632 Bytes
2. Spark Basics and the RDD Interface/6.1 friends-by-age.py 618 Bytes
2. Spark Basics and the RDD Interface/11.1 word-count-better.py 539 Bytes
2. Spark Basics and the RDD Interface/14.1 total-spent-by-customer.py 529 Bytes
1. Getting Started with Spark/6.1 ratings-counter.py 452 Bytes
2. Spark Basics and the RDD Interface/4.1 ratings-counter.py 452 Bytes
2. Spark Basics and the RDD Interface/10.1 word-count.py 441 Bytes
1. Getting Started with Spark/4.3 JDK.html 127 Bytes
2. Spark Basics and the RDD Interface/13.1 customer-orders.csv.html 115 Bytes
2. Spark Basics and the RDD Interface/14.2 customer-orders.csv.html 115 Bytes
2. Spark Basics and the RDD Interface/15.2 customer-orders.csv.html 115 Bytes
2. Spark Basics and the RDD Interface/6.2 fakefriends.csv.html 111 Bytes
1. Getting Started with Spark/4.1 winutils.exe.html 108 Bytes
2. Spark Basics and the RDD Interface/7.1 1800.csv.html 104 Bytes
2. Spark Basics and the RDD Interface/8.2 1800.csv.html 104 Bytes
1. Getting Started with Spark/4.2 Apache Spark.html 100 Bytes

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