FreeCoursesOnline Me Hadoop In Real World Spark Developer In Real World FCO

FreeCoursesOnline Me Hadoop In Real World Spark Developer In Real World FCO

Name	[FreeCoursesOnline.Me] [Hadoop In Real World] Spark Developer In Real World [FCO]	DOWNLOAD Copy Link
Total Size	2.6 GB
Total Files	88
Hash	3CA550DC083D95123AAB53F8C908F9F0382B15E0

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How you can help Team-FTU.txt	0.2 KB
/1 lets get started/
Thank you and Welcome - Hadoop In Real World.mp4	74.5 MB
Tools And Setup - Hadoop In Real World.m4v	51.5 MB
/2 intro to spark/
1 Hadoop vs. Spark - Who Wins - Hadoop In Real World.ts	52.8 MB
2 How Spark Is Faster Than Hadoop - Hadoop In Real World.ts	27.2 MB
3 Challenges Spark Tries To Address - Hadoop In Real World.ts	35.0 MB
/3 rdd-core of spark/
1 The Need For RDD - Hadoop In Real World.ts	41.9 MB
2 What Is RDD - Hadoop In Real World.ts	52.0 MB
3 What An RDD Is Not - Hadoop In Real World.ts	26.9 MB
/4 execution in spark/
1 First Program In Spark - Hadoop In Real World.ts	59.8 MB
2 What are Dependencies and Why They are Important - Hadoop In Real World.ts	38.4 MB
3 Program to Execution (Part 1) - Hadoop In Real World.ts	48.3 MB
4 Program to Execution (Part 2) - Hadoop In Real World.ts	74.7 MB
5 Caching Data In Spark - Hadoop In Real World.ts	54.2 MB
6 Fault Tolerance - Hadoop In Real World.ts	25.6 MB
/5 shuffle in spark/
1 Need for Shuffle - Hadoop In Real World.ts	22.0 MB
2 Hash Shuffle Manager - Part 1 - Hadoop In Real World.ts	26.4 MB
3 Hash Shuffle Manager - Part 2 - Hadoop In Real World.ts	31.0 MB
4 Sort Shuffle Manager - Hadoop In Real World.ts	17.0 MB
/6 spark transformations/
1 reduceByKey vs groupByKey - Hadoop In Real World.ts	21.5 MB
2 Cogroup, Join and Avoiding Shuffle - Part 1 - Hadoop In Real World.ts	35.0 MB
3 Cogroup, Join and Avoiding Shuffle - Part 2 - Hadoop In Real World.ts	21.6 MB
4 Resizing Partitions - Hadoop In Real World.ts	20.3 MB
/7 page ranking with rdds/
1 PageRanking Algorithm - Hadoop In Real World.ts	14.5 MB
2 PageRank Walk-through - Hadoop In Real World.ts	12.4 MB
3 Implementing PageRank with RDDs - Hadoop In Real World.ts	13.9 MB
/8 beyond rdds/
1 What_s the Problem with RDDs - Hadoop In Real World.ts	24.6 MB
2 DataFrame vs DataSet vs SQL - Hadoop In Real World.ts	34.1 MB
3 Simple Selects - Hadoop In Real World.ts	25.2 MB
4 Filtering DataFrames - Hadoop In Real World.ts	7.2 MB
5 Aggregating DataFrames - Hadoop In Real World.ts	13.9 MB
6 Joining DataFrames - Hadoop In Real World.ts	23.5 MB
7 PageRanking with DataFrames - Hadoop In Real World.ts	47.6 MB
/9 spark with other datasources _ file formats/
1 Spark _ Hive - Hadoop In Real World.ts	18.6 MB
2 Spark _ Hive with XML, Parquet _ ORC - Hadoop In Real World.ts	42.8 MB
3 Spark _ RDBMS - Hadoop In Real World.ts	24.0 MB
4 Spark _ HBase (Part - 1) - Hadoop In Real World.ts	38.2 MB
5 Spark _ HBase (Part - 2) - Hadoop In Real World.ts	27.4 MB
/9-1 spark- under the hood/
1 Inside the Catalyst Optimizer - Hadoop In Real World.ts	23.7 MB
2 Catalyst Optimizer - Plan Walkthrough - Hadoop In Real World.ts	23.4 MB
3 Project Tungsten - Better Memory Management - Hadoop In Real World.ts	25.6 MB
4 Project Tungsten - CPU Cache Aware Optimizations - Hadoop In Real World.ts	21.8 MB
/9-2 resource management/
1 Spark Architecture - Hadoop In Real World.ts	14.2 MB
2 Memory Layout In Executor - Hadoop In Real World.ts	17.0 MB
3 Resource Management - Standalone - Hadoop In Real World.ts	34.0 MB
4 Resource Management - YARN - Hadoop In Real World.ts	35.5 MB
5 Dynamic Resource Allocation - Hadoop In Real World.ts	17.0 MB
/9-3 cluster installation/
1 Spark Installation - Hadoop In Real World.ts	13.9 MB
2 Hadoop Cluster Setup (Part 1) - Hadoop In Real World.ts	81.7 MB
3 Hadoop Cluster Setup (Part 2) - Hadoop In Real World.ts	88.4 MB
4 Hadoop Cluster Setup (Part 3) - Hadoop In Real World.ts	42.6 MB
/9-4 end to end project (spark, elasticsearch,..)/
1 End to End Project Introduction - Hadoop In Real World.ts	15.3 MB
2 Elasticsearch (A quick introduction).ts	16.1 MB
3 Hands-on with Elasticsearch - Hadoop In Real World.ts	24.9 MB
4 Stackoverflow Dataset - Hadoop In Real World.ts	23.0 MB
5 Spark ETL - Hadoop In Real World.ts	38.3 MB
6 Visualizations with Kibana - Hadoop In Real World.ts	23.3 MB
7 REST Service with Spring framework.ts	51.3 MB
8 Building an Angular application - Hadoop In Real World.ts	33.7 MB
/9-5 intro to kafka/
1 Kafka - The Why and the What - Hadoop In Real World.ts	24.3 MB
2 Key Concepts - Hadoop In Real World.ts	30.3 MB
3 Experiments with Kafka - Hadoop In Real World.ts	68.2 MB
/9-6 machine learning/
1 Introduction to Machine Learning - Hadoop In Real World.ts	23.6 MB
2 Machine Learning Blueprint - Hadoop In Real World.ts	11.7 MB
3 Feature Engineering - Hadoop In Real World.ts	20.4 MB
4 Linear Regression - Hadoop In Real World.ts	15.1 MB
5 World Happiness Project - Hadoop In Real World.ts	40.1 MB
6 Decision Trees - Hadoop In Real World.ts	19.2 MB
7 Random Forest - Hadoop In Real World.ts	5.7 MB
8 Predicting 2016 US Elections - Hadoop In Real World.ts	35.3 MB
9 Predicting Yelp Ratings (+ve or -ve) - Hadoop In Real World.ts	40.4 MB
/9-7 streaming with spark/
1 Why Streaming and How Spark Does Streaming - Hadoop In Real World.ts	21.5 MB
2 Core Concepts in Streaming - Hadoop In Real World.ts	16.2 MB
3 Output Modes With Non Aggregate Queries - Hadoop In Real World.ts	38.3 MB
4 Output Modes With Aggregate Queries - Hadoop In Real World.ts	20.4 MB
5 Event Time, Window and Late Events - Hadoop In Real World.ts	26.8 MB
6 Handling Late Events In Streaming - Hadoop In Real World.ts	27.3 MB
7 Late Events and Append Mode - Hadoop In Real World.ts	20.2 MB
8 Streaming Meetup with Spark (Part 1) - Hadoop In Real World.ts	27.0 MB
9 Streaming Meetup with Spark (Part 2) - Hadoop In Real World.ts	26.5 MB
/9-8 a short chapter on sclae/
1 Introduction to Scala - Hadoop In Real World.ts	47.8 MB
2 First Program In Scala (Not Helloworld) - Hadoop In Real World.m4v	69.7 MB
3 Scala Functions - Hadoop In Real World.m4v	67.3 MB
Total files 88