Topic 1:
Installing and Understand Elasticsearch
- Introduction - Installation (Step by Step) - Elasticsearch Overview - Intro to HTTP & Restful API - Logical Concept of Elasticsearch - Term Frequency / Inverse Document Frequency (TF/IDF) - Using Elasticsearch - Features of ES7 - How to Scalling Elasticsearch
Topic 2: Mapping & Indexing Data
- Connecting to Cluster - MovieLens Data Set Introduction - Analyzers - Import Data via JSON / REST - Import Bulk Data using Bulk API - Updating Data in Elasticsearch - Deleting Data in Elasticsearch - Deal with Concurrency - Data Modeling and Relationship - Flattened Datatype - Mapping Execeptions
Topic 3: Search with Elasticsearch
- Query Lite - JSON Depth Search - Phrase Matching - Pagination - Sorting
Topic 4: Importing Data into Index
- Import Data with Script - Import Data with Client Library - Introduction with Logstash - Installing & Running Logstash - Logstash and MySQL - Import CSV & JSON with Logstash
Topic 5: Aggregation
- Aggregation, Metric & Buckets - Histograms - Time Series - Nested Aggregation
Topic 6: Kibana
- Introduction - Installation Kibana (Step by Step) - Playing with Kibana - Kibana Lens - Kibana Management - Elasticsearch SQL - Kibana Canvas