| 1 - Course Overview English.srt | 5.2 KB | ||
| 1 - Course Overview.mp4 | 13.2 MB | ||
| 10 - Set up Spark project with Eclipse English.srt | 2.6 KB | ||
| 10 - Set up Spark project with Eclipse.mp4 | 6.8 MB | ||
| 11 - Text lecture Set up Spark project with Eclipse.html | 512 B | ||
| 12 - Run our first Spark job English.srt | 3.5 KB | ||
| 12 - Run our first Spark job.mp4 | 14.8 MB | ||
| 13 - Trouble shooting running Hadoop on Windows.html | 1.9 KB | ||
| 14 - RDD Basics English.srt | 3.3 KB | ||
| 14 - RDD Basics.mp4 | 4.4 MB | ||
| 15 - Create RDDs English.srt | 3.1 KB | ||
| 15 - Create RDDs.mp4 | 5.6 MB | ||
| 16 - Text Lecture Create RDDs.html | 409.6 B | ||
| 17 - Map and Filter Transformation English.srt | 10.9 KB | ||
| 17 - Map and Filter Transformation.mp4 | 54.6 MB | ||
| 18 - Solution to Airports by Latitude Problem English.srt | 1.5 KB | ||
| 18 - Solution to Airports by Latitude Problem.mp4 | 11.7 MB | ||
| 19 - FlatMap Transformation English.srt | 8.3 KB | ||
| 19 - FlatMap Transformation.mp4 | 32.5 MB | ||
| 2 - How to Take this Course and How to Get Support English.srt | 2 KB | ||
| 2 - How to Take this Course and How to Get Support.mp4 | 5.1 MB | ||
| 20 - Text Lectures flatMap Transformation.html | 204.8 B | ||
| 21 - Set Operation English.srt | 9.4 KB | ||
| 21 - Set Operation.mp4 | 36.7 MB | ||
| 22 - Sampling With Replacement and Sampling Without Replacement.html | 307.2 B | ||
| 23 - Solution for the Same Hosts Problem.html | 819.2 B | ||
| 24 - Actions English.srt | 9.3 KB | ||
| 24 - Actions.mp4 | 41.1 MB | ||
| 25 - Solution to Sum of Numbers Problem English.srt | 2 KB | ||
| 25 - Solution to Sum of Numbers Problem.mp4 | 6.7 MB | ||
| 26 - Important Aspects about RDD English.srt | 2 KB | ||
| 26 - Important Aspects about RDD.mp4 | 2.8 MB | ||
| 27 - Summary of RDD Operations English.srt | 3.2 KB | ||
| 27 - Summary of RDD Operations.mp4 | 7.1 MB | ||
| 28 - Caching and Persistence English.srt | 6.8 KB | ||
| 28 - Caching and Persistence.mp4 | 16 MB | ||
| 29 - Spark Architecture English.srt | 3.9 KB | ||
| 29 - Spark Architecture.mp4 | 7.1 MB | ||
| 3 - Text Lecture How to Take this Course and How to Get Support.html | 204.8 B | ||
| 30 - Spark Components English.srt | 6.9 KB | ||
| 30 - Spark Components.mp4 | 22.7 MB | ||
| 31 - Introduction to Pair RDD English.srt | 2 KB | ||
| 31 - Introduction to Pair RDD.mp4 | 3.9 MB | ||
| 32 - Create Pair RDDs English.srt | 4.4 KB | ||
| 32 - Create Pair RDDs.mp4 | 21.9 MB | ||
| 33 - Filter and MapValue Transformations on Pair RDD English.srt | 5.8 KB | ||
| 33 - Filter and MapValue Transformations on Pair RDD.mp4 | 44.5 MB | ||
| 34 - Reduce By Key Aggregation English.srt | 6.9 KB | ||
| 34 - Reduce By Key Aggregation.mp4 | 27.5 MB | ||
| 35 - Sample solution for the Average House problem English.srt | 4.5 KB | ||
| 35 - Sample solution for the Average House problem.mp4 | 13.9 MB | ||
| 36 - Group By Key Transformation English.srt | 6.1 KB | ||
| 36 - Group By Key Transformation.mp4 | 24.3 MB | ||
| 37 - Sort By Key Transformation English.srt | 3.9 KB | ||
| 37 - Sort By Key Transformation.mp4 | 16.4 MB | ||
| 38 - Sample Solution for the Sorted Word Count Problem English.srt | 2.7 KB | ||
| 38 - Sample Solution for the Sorted Word Count Problem.mp4 | 7.3 MB | ||
| 39 - Data Partitioning English.srt | 5.9 KB | ||
| 39 - Data Partitioning.mp4 | 11 MB | ||
| 4 - Introduction to Spark English.srt | 3 KB | ||
| 4 - Introduction to Spark.mp4 | 4.7 MB | ||
| 40 - Join Operations English.srt | 6.6 KB | ||
| 40 - Join Operations.mp4 | 21.2 MB | ||
| 41 - Extra Learning Material How are Big Companies using Apache Spark.html | 512 B | ||
| 42 - Accumulators English.srt | 7.1 KB | ||
| 42 - Accumulators.mp4 | 75.8 MB | ||
| 43 - Text Lecture Accumulators.html | 102.4 B | ||
| 44 - Solution to StackOverflow Survey Followup Problem English.srt | 1.8 KB | ||
| 44 - Solution to StackOverflow Survey Followup Problem.mp4 | 9.1 MB | ||
| 45 - Broadcast Variables English.srt | 8.8 KB | ||
| 45 - Broadcast Variables.mp4 | 60.4 MB | ||
| 46 - Introduction to Spark SQL English.srt | 4.8 KB | ||
| 46 - Introduction to Spark SQL.mp4 | 8.9 MB | ||
| 47 - Spark SQL in Action English.srt | 19.6 KB | ||
| 47 - Spark SQL in Action.mp4 | 229.5 MB | ||
| 48 - Spark SQL practice House Price Problem English.srt | 2.3 KB | ||
| 48 - Spark SQL practice House Price Problem.mp4 | 13.5 MB | ||
| 49 - Spark SQL Joins English.srt | 8.4 KB | ||
| 49 - Spark SQL Joins.mp4 | 24.6 MB | ||
| 5 - Apache-Spark-with-Java-Slides.pdf | 6.3 MB | ||
| 5 - Sides.html | 102.4 B | ||
| 50 - Strongly Typed Dataset English.srt | 11.7 KB | ||
| 50 - Strongly Typed Dataset.mp4 | 56.2 MB | ||
| 51 - Use Dataset or RDD English.srt | 3.6 KB | ||
| 51 - Use Dataset or RDD.mp4 | 5.6 MB | ||
| 52 - Dataset and RDD Conversion English.srt | 3.5 KB | ||
| 52 - Dataset and RDD Conversion.mp4 | 13.9 MB | ||
| 53 - Performance Tuning of Spark SQL English.srt | 3.6 KB | ||
| 53 - Performance Tuning of Spark SQL.mp4 | 7.5 MB | ||
| 54 - Extra Learning Material Avoid These Mistakes While Writing Apache Spark Program.html | 307.2 B | ||
| 55 - Introduction to Running Spark in a Cluster English.srt | 5.6 KB | ||
| 55 - Introduction to Running Spark in a Cluster.mp4 | 24.1 MB | ||
| 56 - Package Spark Application and Use sparksubmit English.srt | 10.7 KB | ||
| 56 - Package Spark Application and Use sparksubmit.mp4 | 50.6 MB | ||
| 57 - Run Spark Application on Amazon EMR Elastic MapReduce cluster English.srt | 16.3 KB | ||
| 57 - Run Spark Application on Amazon EMR Elastic MapReduce cluster.mp4 | 137.7 MB | ||
| 58 - Future Learning English.srt | 4 KB | ||
| 58 - Future Learning.mp4 | 15.7 MB | ||
| 59 - Text Lecture Future Learning.html | 307.2 B | ||
| 6 - Java 9 Warning.html | 102.4 B | ||
| 60 - Coupons to Our Other Courses.html | 2.5 KB | ||
| 7 - Install Java and Git English.srt | 5.4 KB | ||
| 7 - Install Java and Git.mp4 | 21.9 MB | ||
| 8 - Source Code.html | 307.2 B | ||
| 9 - Set up Spark project with IntelliJ IDEA English.srt | 9 KB | ||
| 9 - Set up Spark project with IntelliJ IDEA.mp4 | 83.8 MB | ||
| Bonus Resources.txt | 409.6 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ▲ 108 total files | |||
Apache Spark 2.0 with Java -Learn Spark from a Big Data Guru
https://DevCourseWeb.com
Duration: 3h 27m | Video: .MP4, 1920x1080 30 fps | Audio: AAC, 44.1 kHz, 2ch | Size: 1.29 GB
Genre: eLearning | Language: English
Learn analyzing large data sets with Apache Spark by 10+ hands-on examples. Take your big data skills to the next level.
What you'll learn
An overview of the architecture of Apache Spark.
Work with Apache Spark's primary abstraction, resilient distributed datasets(RDDs) to process and analyze large data sets.
Develop Apache Spark 2.0 applications using RDD transformations and actions and Spark SQL.
Scale up Spark applications on a Hadoop YARN cluster through Amazon's Elastic MapReduce service.
Analyze structured and semi-structured data using Datasets and DataFrames, and develop a thorough understanding about Spark SQL.
Share information across different nodes on a Apache Spark cluster by broadcast variables and accumulators.
Advanced techniques to optimize and tune Apache Spark jobs by partitioning, caching and persisting RDDs.
Best practices of working with Apache Spark in the field.
Requirements
A computer running Windows, OSX or Linux
Previous Java programming skills
Java 8 experience is preferred but NOT required
| torrent name | size | uploader | age | seed | leech |
|---|---|---|---|---|---|
| 1.1 GB | freecoursewb | 2 months | 0 | 0 | |
| 328.1 MB | freecoursewb | 2 months | 4 | 0 | |
| 1.6 GB | freecoursewb | 2 months | 11 | 2 | |
|
Udemy - Apache Kafka Series - Confluent Schema Registry and REST Proxy Posted by
freecoursewb in Other
|
1.8 GB | freecoursewb | 3 months | 0 | 0 |
| 1.3 GB | freecoursewb | 5 months | 3 | 0 |
All Comments