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[Udemy] Taming Big Data with Apache Spark and Python - Hands On! (2020) [En]
magnet:?xt=urn:btih:8d5a9edd7e297f58ecfde1978b51a98d5383d544&dn=[Udemy] Taming Big Data with Apache Spark and Python - Hands On! (2020) [En]
磁力链接详情
Hash值:
8d5a9edd7e297f58ecfde1978b51a98d5383d544
点击数:
292
文件大小:
3.57 GB
文件数量:
62
创建日期:
2022-7-1 16:23
最后访问:
2024-10-4 18:12
访问标签:
Udemy
Taming
Big
Data
with
Apache
Spark
and
Python
-
Hands
On!
2020
En
文件列表详情
1. Getting Started with Spark/4. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..mp4 227.08 MB
1. Getting Started with Spark/2. How to Use This Course.mp4 11.35 MB
1. Getting Started with Spark/3. Udemy 101 Getting the Most From This Course.mp4 19.74 MB
1. Getting Started with Spark/1. Introduction.mp4 35.48 MB
1. Getting Started with Spark/5. [Activity] Installing the MovieLens Movie Rating Dataset.mp4 45.38 MB
1. Getting Started with Spark/6. [Activity] Run your first Spark program! Ratings histogram example..mp4 65.82 MB
2. Spark Basics and the RDD Interface/1. What's new in Spark 3.mp4 151.64 MB
2. Spark Basics and the RDD Interface/2. Introduction to Spark.mp4 58.3 MB
2. Spark Basics and the RDD Interface/3. The Resilient Distributed Dataset (RDD).mp4 68.76 MB
2. Spark Basics and the RDD Interface/4. Ratings Histogram Walkthrough.mp4 83.05 MB
2. Spark Basics and the RDD Interface/5. KeyValue RDD's, and the Average Friends by Age Example.mp4 110.31 MB
2. Spark Basics and the RDD Interface/6. [Activity] Running the Average Friends by Age Example.mp4 49.16 MB
2. Spark Basics and the RDD Interface/7. Filtering RDD's, and the Minimum Temperature by Location Example.mp4 54.45 MB
2. Spark Basics and the RDD Interface/8. [Activity]Running the Minimum Temperature Example, and Modifying it for Maximums.mp4 56.24 MB
2. Spark Basics and the RDD Interface/9. [Activity] Running the Maximum Temperature by Location Example.mp4 37.29 MB
2. Spark Basics and the RDD Interface/10. [Activity] Counting Word Occurrences using flatmap().mp4 54.35 MB
2. Spark Basics and the RDD Interface/11. [Activity] Improving the Word Count Script with Regular Expressions.mp4 40.4 MB
2. Spark Basics and the RDD Interface/12. [Activity] Sorting the Word Count Results.mp4 57.54 MB
2. Spark Basics and the RDD Interface/13. [Exercise] Find the Total Amount Spent by Customer.mp4 31.22 MB
2. Spark Basics and the RDD Interface/14. [Excercise] Check your Results, and Now Sort them by Total Amount Spent..mp4 49.21 MB
2. Spark Basics and the RDD Interface/15. Check Your Sorted Implementation and Results Against Mine..mp4 24.7 MB
3. SparkSQL, DataFrames, and DataSets/1. Introducing SparkSQL.mp4 49.81 MB
3. SparkSQL, DataFrames, and DataSets/2. [Activity] Executing SQL commands and SQL-style functions on a DataFrame.mp4 67.08 MB
3. SparkSQL, DataFrames, and DataSets/3. Using DataFrames instead of RDD's.mp4 60.26 MB
3. SparkSQL, DataFrames, and DataSets/4. [Exercise] Friends by Age, with DataFrames.mp4 7.8 MB
3. SparkSQL, DataFrames, and DataSets/5. Exercise Solution Friends by Age, with DataFrames.mp4 71.61 MB
3. SparkSQL, DataFrames, and DataSets/6. [Activity] Word Count, with DataFrames.mp4 63.24 MB
3. SparkSQL, DataFrames, and DataSets/7. [Activity] Minimum Temperature, with DataFrames (using a custom schema).mp4 93.63 MB
3. SparkSQL, DataFrames, and DataSets/8. [Exercise] Implement Total Spent by Customer with DataFrames.mp4 9.32 MB
3. SparkSQL, DataFrames, and DataSets/9. Exercise Solution Total Spent by Customer, with DataFrames.mp4 32.41 MB
4. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.mp4 30.57 MB
4. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.mp4 90.65 MB
4. Advanced Examples of Spark Programs/3. Find the Most Popular Superhero in a Social Graph.mp4 19.73 MB
4. Advanced Examples of Spark Programs/4. [Activity] Run the Script - Discover Who the Most Popular Superhero is!.mp4 87.61 MB
4. Advanced Examples of Spark Programs/5. [Exercise] Find the Most Obscure Superheroes.mp4 11.27 MB
4. Advanced Examples of Spark Programs/6. Exercise Solution Most Obscure Superheroes.mp4 41.46 MB
4. Advanced Examples of Spark Programs/7. Superhero Degrees of Separation Introducing Breadth-First Search.mp4 61.81 MB
4. Advanced Examples of Spark Programs/8. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.mp4 47.88 MB
4. Advanced Examples of Spark Programs/9. [Activity] Superhero Degrees of Separation Review the Code and Run it.mp4 93.99 MB
4. Advanced Examples of Spark Programs/10. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4 34.35 MB
4. Advanced Examples of Spark Programs/11. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4 138.2 MB
4. Advanced Examples of Spark Programs/12. [Exercise] Improve the Quality of Similar Movies.mp4 33.96 MB
5. Running Spark on a Cluster/1. Introducing Elastic MapReduce.mp4 48.01 MB
5. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.mp4 112.66 MB
5. Running Spark on a Cluster/3. Partitioning.mp4 40.88 MB
5. Running Spark on a Cluster/4. Create Similar Movies from One Million Ratings - Part 1.mp4 51.1 MB
5. Running Spark on a Cluster/5. [Activity] Create Similar Movies from One Million Ratings - Part 2.mp4 104.28 MB
5. Running Spark on a Cluster/6. Create Similar Movies from One Million Ratings - Part 3.mp4 50.6 MB
5. Running Spark on a Cluster/7. Troubleshooting Spark on a Cluster.mp4 37.49 MB
5. Running Spark on a Cluster/8. More Troubleshooting, and Managing Dependencies.mp4 54.73 MB
6. Machine Learning with Spark ML/1. Introducing MLLib.mp4 30.93 MB
6. Machine Learning with Spark ML/2. [Activity] Using Spark ML to Produce Movie Recommendations.mp4 100.5 MB
6. Machine Learning with Spark ML/3. Analyzing the ALS Recommendations Results.mp4 30.03 MB
6. Machine Learning with Spark ML/4. [Activity] Linear Regression with Spark ML.mp4 101.54 MB
6. Machine Learning with Spark ML/5. [Exercise] Using Decision Trees in Spark ML to Predict Real Estate Prices.mp4 34.2 MB
6. Machine Learning with Spark ML/6. Exercise Solution Decision Trees with Spark.mp4 59 MB
7. Spark Streaming, Structured Streaming, and GraphX/1. Spark Streaming.mp4 44.97 MB
7. Spark Streaming, Structured Streaming, and GraphX/2. [Activity] Structured Streaming in Python.mp4 80.99 MB
7. Spark Streaming, Structured Streaming, and GraphX/3. [Exercise] Use Windows with Structured Streaming to Track Most-Viewed URL's.mp4 31.44 MB
7. Spark Streaming, Structured Streaming, and GraphX/4. Exercise Solution Using Structured Streaming with Windows.mp4 66.63 MB
7. Spark Streaming, Structured Streaming, and GraphX/5. GraphX.mp4 12.05 MB
8. You Made It! Where to Go from Here/1. Learning More about Spark and Data Science.mp4 82.96 MB
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