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[FreeAllCourse.Com] Udemy - Apache Spark with Scala - Hands On with Big Data!
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2022-12-19 04:05
2024-12-23 06:32
219
6.4 GB
52
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FreeAllCourse
Com
Udemy
-
Apache
Spark
with
Scala
-
Hands
On
with
Big
Data!
文件列表
1. Getting Started/2. Udemy 101 Getting the Most From This Course.mp4
19.71MB
1. Getting Started/3. Introduction, and Getting Set Up.mp4
184.12MB
1. Getting Started/4. [Activity] Create a Histogram of Real Movie Ratings with Spark!.mp4
119.26MB
10. You Made It! Where to Go from Here/1. Learning More, and Career Tips.mp4
94.06MB
2. Scala Crash Course [Optional]/1. [Activity] Scala Basics, Part 1.mp4
224.6MB
2. Scala Crash Course [Optional]/2. [Exercise] Scala Basics, Part 2.mp4
155.14MB
2. Scala Crash Course [Optional]/3. [Exercise] Flow Control in Scala.mp4
83.08MB
2. Scala Crash Course [Optional]/4. [Exercise] Functions in Scala.mp4
121.75MB
2. Scala Crash Course [Optional]/5. [Exercise] Data Structures in Scala.mp4
251.13MB
3. Spark Basics and Simple Examples/1. Introduction to Spark.mp4
150.82MB
3. Spark Basics and Simple Examples/10. [Activity] Improving the Word Count Script with Regular Expressions.mp4
104.1MB
3. Spark Basics and Simple Examples/11. [Activity] Sorting the Word Count Results.mp4
138.43MB
3. Spark Basics and Simple Examples/12. [Exercise] Find the Total Amount Spent by Customer.mp4
66.37MB
3. Spark Basics and Simple Examples/13. [Exercise] Check your Results, and Sort Them by Total Amount Spent.mp4
69.22MB
3. Spark Basics and Simple Examples/14. Check Your Results and Implementation Against Mine.mp4
54.22MB
3. Spark Basics and Simple Examples/2. The Resilient Distributed Dataset.mp4
198.63MB
3. Spark Basics and Simple Examples/3. Ratings Histogram Walkthrough.mp4
116.66MB
3. Spark Basics and Simple Examples/4. Spark Internals.mp4
83.82MB
3. Spark Basics and Simple Examples/5. Key Value RDD's, and the Average Friends by Age example.mp4
208.45MB
3. Spark Basics and Simple Examples/6. [Activity] Running the Average Friends by Age Example.mp4
134.39MB
3. Spark Basics and Simple Examples/7. Filtering RDD's, and the Minimum Temperature by Location Example.mp4
107.95MB
3. Spark Basics and Simple Examples/8. [Activity] Running the Minimum Temperature Example, and Modifying it for Maximum.mp4
165.96MB
3. Spark Basics and Simple Examples/9. [Activity] Counting Word Occurrences using Flatmap().mp4
146.13MB
4. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.mp4
66.14MB
4. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names.mp4
146.4MB
4. Advanced Examples of Spark Programs/3. [Activity] Find the Most Popular Superhero in a Social Graph.mp4
249.09MB
4. Advanced Examples of Spark Programs/4. Superhero Degrees of Separation Introducing Breadth-First Search.mp4
101.79MB
4. Advanced Examples of Spark Programs/5. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.mp4
94.21MB
4. Advanced Examples of Spark Programs/6. Superhero Degrees of Separation Review the code, and run it!.mp4
165.95MB
4. Advanced Examples of Spark Programs/7. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4
140.59MB
4. Advanced Examples of Spark Programs/8. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4
211.49MB
4. Advanced Examples of Spark Programs/9. [Exercise] Improve the Quality of Similar Movies.mp4
55.57MB
5. Running Spark on a Cluster/1. [Activity] Using spark-submit to run Spark driver scripts.mp4
115.83MB
5. Running Spark on a Cluster/2. [Activity] Packaging driver scripts with SBT.mp4
100.49MB
5. Running Spark on a Cluster/3. Introducing Amazon Elastic MapReduce.mp4
131.99MB
5. Running Spark on a Cluster/4. Creating Similar Movies from One Million Ratings on EMR.mp4
135.95MB
5. Running Spark on a Cluster/5. Partitioning.mp4
99.42MB
5. Running Spark on a Cluster/6. Best Practices for Running on a Cluster.mp4
102.04MB
5. Running Spark on a Cluster/7. Troubleshooting, and Managing Dependencies.mp4
152.76MB
6. SparkSQL, DataFrames, and DataSets/1. Introduction to SparkSQL.mp4
130.19MB
6. SparkSQL, DataFrames, and DataSets/2. [Activity] Using SparkSQL.mp4
105.84MB
6. SparkSQL, DataFrames, and DataSets/3. [Activity] Using DataFrames and DataSets.mp4
97.32MB
6. SparkSQL, DataFrames, and DataSets/4. [Activity] Using DataSets instead of RDD's.mp4
120.17MB
7. Machine Learning with MLLib/1. Introducing MLLib.mp4
52.96MB
7. Machine Learning with MLLib/3. [Activity] Using MLLib to Produce Movie Recommendations.mp4
129.89MB
7. Machine Learning with MLLib/4. [Activity] Linear Regression with MLLib.mp4
36.36MB
7. Machine Learning with MLLib/5. [Activity] Using DataFrames with MLLib.mp4
108.15MB
8. Intro to Spark Streaming/1. Spark Streaming Overview.mp4
179.24MB
8. Intro to Spark Streaming/2. [Activity] Set up a Twitter Developer Account, and Stream Tweets.mp4
159.94MB
8. Intro to Spark Streaming/3. Structured Streaming.mp4
29.76MB
9. Intro to GraphX/1. GraphX, Pregel, and Breadth-First-Search with Pregel..mp4
199.53MB
9. Intro to GraphX/2. [Activity] Superhero Degrees of Separation using GraphX.mp4
140.1MB
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