Installing and Understanding Elasticsearch
  • Udemy 101: Getting the Most From This Course
  • Section 1 Intro
  • Installing Elasticsearch [Step by Step]
  • Elasticsearch Overview
  • Intro to HTTP and RESTful API's
  • Elasticsearch Basics: Logical Concepts
  • Term Frequency / Inverse Document Frequency (TF/IDF)
  • Using Elasticsearch
  • What's New in Elasticsearch 7
  • How Elasticsearch Scales
  • Quiz: Elasticsearch Concepts and Architecture
  • Section 1 Wrapup
Mapping and Indexing Data
  • Section 2 Intro
  • Connecting to your Cluster
  • Note: alternate download location for the MovieLens data set
  • Introducing the MovieLens Data Set
  • Analyzers
  • Import a Single Movie via JSON / REST
  • Insert Many Movies at Once with the Bulk API
  • Updating Data in Elasticsearch
  • Deleting Data in Elasticsearch
  • [Exercise] Insert, Update and Delete a Movie
  • Dealing with Concurrency
  • Using Analyzers and Tokenizers
  • Data Modeling and Parent/Child Relationships, Part 1
  • Data Modeling and Parent/Child Relationships, Part 2
  • Flattened Datatype
  • Dealing with Mapping Exceptions
  • Section 2 Wrapup
Searching with Elasticsearch
  • Section 3 Intro
  • "Query Lite" interface
  • JSON Search In-Depth
  • Phrase Matching
  • [Exercise] Querying in Different Ways
  • Pagination
  • Sorting
  • More with Filters
  • [Exercise] Using Filters
  • Fuzzy Queries
  • Partial Matching
  • Query-time Search As You Type
  • N-Grams, Part 1
  • N-Grams, Part 2
  • "Search as you Type" Field Type
  • Section 3 Wrapup
Importing Data into your Index - Big or Small
  • Section 4 Intro
  • Importing Data with a Script
  • Importing with Client Libraries
  • [Exercise] Importing with a Script
  • Introducing Logstash
  • Installing Logstash
  • Running Logstash
  • Logstash and MySQL, Part 1
  • Logstash and MySQL, Part 2
  • Importing CSV Data with Logstash
  • Importing JSON Data with Logstash
  • Logstash and S3
  • Parsing and Filtering Logstash with Grok
  • Logstash Grok Examples for Common Log Formats
  • Logstash Input Plugins, Part 1: Heartbeat
  • Logstash Input Plugins, Part 2: Generator Input and Dead Letter Queue
  • Logstash Input Plugins, Part 3: HTTP Poller
  • Logstash Input Plugins, Part 4: Twitter
  • Syslog with Logstash Deep Dive
  • Elasticsearch and Apache Hadoop
  • Elasticsearch and Kafka, Part 1
  • Elasticsearch and Kafka, Part 2
  • Elasticsearch and Apache Spark, Part 1
  • Elasticsearch and Apache Spark, Part 2
  • [Exercise] Importing Data with Spark
  • Section 4 Wrapup
Aggregation
  • Section 5 Intro
  • Aggregations, Buckets, and Metrics
  • Histograms
  • Time Series
  • [Exercise] Generating Histogram Data
  • Nested Aggregations, Part 1
  • Nested Aggregations, Part 2
  • Section 5 Wrapup
Using Kibana
  • Section 6 Intro
  • Installing Kibana
  • Playing with Kibana
  • [Exercise] Exploring Data with Kibana
  • Kibana Lens
  • Kibana Management
  • Elasticsearch SQL
  • Using Kibana Canvas
  • Section 6 Wrapup
Analyzing Log Data with the Elastic Stack
  • Section 7 Intro
  • Data Frame Transforms
  • FileBeat and the Elastic Stack Architecture
  • X-Pack Security
  • Installing FileBeat