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Elasticsearch and the Elastic Stack - In Depth and Hands On!
Installing and Understanding Elasticsearch
Section 1 Intro (0:44)
Installing Elasticsearch (17:35)
Elasticsearch Overview (5:44)
Intro to HTTP and RESTful API's (11:48)
Elasticsearch Basics: Logical Concepts (1:58)
Term Frequency / Inverse Document Frequency (3:48)
Using Elasticsearch (3:59)
What's New in Elasticsearch 7 (3:41)
How Elasticsearch Scales (7:27)
Quiz: Elasticsearch Concepts and Architecture (4:08)
Section 1 Wrapup (0:30)
Mapping and Indexing Data
Section 2 Intro (0:36)
Connecting to your Cluster (7:03)
Getting to Know the Movielens Data Set (3:53)
Analyzers (8:27)
Import a Single Movie via JSON / REST (10:25)
Insert Many Movies at Once (5:29)
Updating Data in Elasticsearch (6:28)
Deleting Data in Elasticsearch (2:15)
Insert, Update, and Delete a Fictitious Movie (4:14)
Dealing With Concurrency (10:20)
Using Analyzers and Tokenizers (10:47)
Data Modeling with Elasticsearch, Pt 1 (5:24)
Data Modeling with Elasticsearch, Pt 2 (7:00)
Section 2 Wrapup (0:23)
Searching with Elasticsearch
Section 3 Intro (0:29)
Using Query-String Search (8:05)
Using JSON Search (10:13)
Phrase Matching (6:21)
Querying in Different Ways (4:25)
Pagination (6:18)
Sorting (7:54)
More with Filters (3:34)
Using Filters (2:39)
Fuzzy Queries (6:05)
Partial Matching (5:30)
Query-time Search as you Type (4:00)
N-Grams, Part 1 (5:16)
N-Grams, Part 2 (8:11)
Section 3 Wrapup (0:20)
Importing Data Into Your Index - Big or Small
Section 4 Intro (0:50)
Importing Data from Scripts (8:16)
Importing with Client Libraries (6:35)
Importing with a Script Exercise (3:55)
Logstash Overview (4:50)
Installing Logstash (8:57)
Running Logstash (5:11)
Importing Data from MySQL using Logstash, Part 1 (7:55)
Importing Data from MySQL using Logstash, Part 2 (7:47)
Importing Data from AWS S3 using Logstash (7:55)
Integrating Kafka with Elasticsearch, Part 1 (5:58)
Integrating Kafka with Elasticsearch, Part 2 (6:02)
Elasticsearch and Apache Spark, Part 1 (8:20)
Elasticsearch and Apache Spark, Part 2 (5:58)
Import Movie Ratings from Spark to Elasticsearch (8:48)
Section 4 Wrapup (0:36)
Aggregation
Section 5 Intro (0:59)
Aggregations, Buckets and Metrics (10:13)
Histograms (7:39)
Aggregating Time Series Data (6:03)
Generating Histogram Data (4:21)
Nested Aggregations, Part 1 (6:03)
Nested Aggregations, Part 2 (8:45)
Section 5 Wrapup (0:23)
Using Kibana
Section 6 Intro (0:20)
Installing Kibana (4:37)
Analyzing Shakespeare with Kibana (10:06)
Exploring Data with Kibana (3:19)
Section 6 Wrapup (0:21)
Analyzing Log Data with the Elastic Stack
Section 7 Intro (0:31)
FileBeat and the Elastic Stack Architecture (7:33)
X-Pack Security (3:10)
Install, Configure, and Use FileBeat (5:58)
Analyzing Server Logs with Kibana (9:52)
Log Analysis with Kibana (5:25)
Section 7 Wrapup (0:31)
Elasticsearch Operations
Section 8 Intro (0:39)
How Many Shards Should I Use? (5:09)
Scaling with New Indices (4:02)
Index Alias Rotation (3:52)
Index Lifecycle Management (2:09)
Choosing Your Hardware (3:17)
Heap Sizing (3:14)
Monitoring (6:25)
Elasticsearch SQL (5:30)
Practicing Failover, Part 1 (7:12)
Practicing Failover, Part 2 (8:46)
Snapshots (9:51)
Rolling Restarts (6:39)
Section 8 Wrapup (0:29)
Elasticsearch in the Cloud
Section 9 Intro (0:58)
Using Amazon Elasticsearch Service, Part 1 (7:20)
Using Amazon Elasticsearch Service, Part 2 (5:32)
Using Elastic Cloud (9:48)
Section 9 Wrapup (0:11)
You Made It!
I Made It! Now What? (3:54)
Query-time Search as you Type
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