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[FreeAllCourse.Com] Udemy - Taming Big Data with Apache Spark 3 and Python - Hands On!
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2020-1-27 11:16
2024-12-11 08:35
256
1.84 GB
46
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FreeAllCourse
Com
Udemy
-
Taming
Big
Data
with
Apache
Spark
3
and
Python
-
Hands
On!
文件列表
1. Getting Started with Spark/1. Introduction.mp4
9.14MB
1. Getting Started with Spark/2. How to Use This Course.mp4
11.53MB
1. Getting Started with Spark/3. Udemy 101 Getting the Most From This Course.mp4
19.74MB
1. Getting Started with Spark/4. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..mp4
223.05MB
1. Getting Started with Spark/5. [Activity] Installing the MovieLens Movie Rating Dataset.mp4
7.88MB
1. Getting Started with Spark/6. [Activity] Run your first Spark program! Ratings histogram example..mp4
66.17MB
2. Spark Basics and Simple Examples/1. Introduction to Spark.mp4
33.96MB
2. Spark Basics and Simple Examples/10. [Activity] Improving the Word Count Script with Regular Expressions.mp4
23.76MB
2. Spark Basics and Simple Examples/11. [Activity] Sorting the Word Count Results.mp4
32.89MB
2. Spark Basics and Simple Examples/2. The Resilient Distributed Dataset (RDD).mp4
35.96MB
2. Spark Basics and Simple Examples/3. Ratings Histogram Walkthrough.mp4
79.98MB
2. Spark Basics and Simple Examples/4. KeyValue RDD's, and the Average Friends by Age Example.mp4
61.74MB
2. Spark Basics and Simple Examples/5. [Activity] Running the Average Friends by Age Example.mp4
47.51MB
2. Spark Basics and Simple Examples/6. Filtering RDD's, and the Minimum Temperature by Location Example.mp4
30.86MB
2. Spark Basics and Simple Examples/7. [Activity]Running the Minimum Temperature Example, and Modifying it for Maximums.mp4
55.49MB
2. Spark Basics and Simple Examples/8. [Activity] Running the Maximum Temperature by Location Example.mp4
22.09MB
2. Spark Basics and Simple Examples/9. [Activity] Counting Word Occurrences using flatmap().mp4
29.37MB
3. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.mp4
31.21MB
3. Advanced Examples of Spark Programs/10. [Exercise] Improve the Quality of Similar Movies.mp4
20.6MB
3. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.mp4
38.86MB
3. Advanced Examples of Spark Programs/3. Find the Most Popular Superhero in a Social Graph.mp4
25.03MB
3. Advanced Examples of Spark Programs/4. [Activity] Run the Script - Discover Who the Most Popular Superhero is!.mp4
29.03MB
3. Advanced Examples of Spark Programs/5. Superhero Degrees of Separation Introducing Breadth-First Search.mp4
38.24MB
3. Advanced Examples of Spark Programs/6. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.mp4
25.94MB
3. Advanced Examples of Spark Programs/7. [Activity] Superhero Degrees of Separation Review the Code and Run it.mp4
92.52MB
3. Advanced Examples of Spark Programs/8. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4
46.59MB
3. Advanced Examples of Spark Programs/9. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4
57.69MB
4. Running Spark on a Cluster/1. Introducing Elastic MapReduce.mp4
28.99MB
4. Running Spark on a Cluster/2. [Activity] Setting up your AWS Elastic MapReduce Account and Setting Up PuTTY.mp4
65.61MB
4. Running Spark on a Cluster/3. Partitioning.mp4
24.56MB
4. Running Spark on a Cluster/4. Create Similar Movies from One Million Ratings - Part 1.mp4
28.84MB
4. Running Spark on a Cluster/5. [Activity] Create Similar Movies from One Million Ratings - Part 2.mp4
60.13MB
4. Running Spark on a Cluster/6. Create Similar Movies from One Million Ratings - Part 3.mp4
30.67MB
4. Running Spark on a Cluster/7. Troubleshooting Spark on a Cluster.mp4
22.29MB
4. Running Spark on a Cluster/8. More Troubleshooting, and Managing Dependencies.mp4
29.77MB
5. SparkSQL, DataFrames, and DataSets/1. Introducing SparkSQL.mp4
24.38MB
5. SparkSQL, DataFrames, and DataSets/2. Executing SQL commands and SQL-style functions on a DataFrame.mp4
31.09MB
5. SparkSQL, DataFrames, and DataSets/3. Using DataFrames instead of RDD's.mp4
19.85MB
6. Other Spark Technologies and Libraries/1. Introducing MLLib.mp4
32.22MB
6. Other Spark Technologies and Libraries/2. [Activity] Using MLLib to Produce Movie Recommendations.mp4
16.32MB
6. Other Spark Technologies and Libraries/3. Analyzing the ALS Recommendations Results.mp4
35.07MB
6. Other Spark Technologies and Libraries/4. Using DataFrames with MLLib.mp4
28.66MB
6. Other Spark Technologies and Libraries/5. Spark Streaming.mp4
44.96MB
6. Other Spark Technologies and Libraries/6. [Activity] Structured Streaming in Python.mp4
80.98MB
6. Other Spark Technologies and Libraries/7. GraphX.mp4
12.04MB
7. You Made It! Where to Go from Here/1. Learning More about Spark and Data Science.mp4
69.82MB
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