Thank You and Let's Get Started
Introduction To Big Data
HDFS
MapReduce
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Introduction To MapReduce (8:51)
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Dissecting MapReduce Components (18:03)
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Dissecting MapReduce Program (Part 1) (12:00)
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Dissecting MapReduce Program (Part 2) (16:09)
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Combiner (6:20)
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Counters (6:43)
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Facebook - Mutual Friends (17:38)
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New York Times - Time Machine (15:43)
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Test your understanding of MapReduce
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MapReduce Assignment
Apache Pig
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Introduction to Apache Pig (12:52)
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Loading & Projecting Datasets (13:41)
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Solving a Problem (13:32)
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Complex Types (21:12)
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Pig Latin - Joins (19:53)
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Million Song Dataset (Part 1) (10:29)
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Million Song Dataset (Part 2) (15:01)
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Page Ranking (Part 1) (8:11)
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Page Ranking (Part 2) (19:26)
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Page Ranking (Part 3) (12:16)
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Test your understanding of Apache Pig
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Apache Pig Assignment
Apache Hive
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Introduction to Apache Hive (9:58)
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Dissect a Hive Table (10:14)
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Loading Hive Tables (11:17)
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Simple Selects (6:07)
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Managed Table vs. External Table (6:20)
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Order by - Sort By - Cluster By (9:44)
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Partitions (19:31)
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Buckets (7:27)
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Hive QL - Joins (9:21)
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Twitter (Part 1) (9:33)
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Twitter (Part 2) (8:43)
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Test your understanding of Apache Hive
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Apache Hive Assignment
Hive Window and Analytical Functions
Architechture
Cluster Setup
Hadoop Administrator In Real World (Preview)
File Formats
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Compression (14:55)
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Sequence File (18:32)
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AVRO (19:08)
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File Formats - Pig (18:08)
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File Formats - Hive (11:03)
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Introduction to RCFile (15:28)
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Working with RCFile (15:14)
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Introduction to ORC (20:53)
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Working with ORC (12:03)
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Parquet - Another Columnar Format (17:43)
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Avro Schema and It's Importance (6:27)
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Schema Evolution in Avro (Part 1) (9:32)
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Schema Evolution in Avro (Part 2) (13:26)
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Test your understanding of File Formats
Troubleshooting and Optimizations
Apache Sqoop
Apache Flume
Kafka
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Kafka - The Why and the What (8:43)
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Kafka Concepts (12:32)
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Tolerating Failures - Producers and Consumers (12:51)
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Tolerating Failures - Brokers (12:06)
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Kafka Installation (10:20)
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Experiments with Kafka (19:18)
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Streaming Meetup with Kafka (Part-1) (14:17)
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Streaming Meetup with Kafka (Part-2) (17:15)
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Writing production ready Kafka application (12:09)
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Schema management with Kafka Schema Registry (15:25)
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Schema evolution with Kafka Schema Registry (15:23)
