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Log Analysis with Elasticsearch
Introduction
Course introduction (2:07)
Fundamentals
Elasticsearch fundamentals vs relational databases (5:43)
ETL log analysis & debugging problems (3:54)
Streaming log analysis & debugging problems (2:48)
How to solve these problems with Elasticsearch (4:37)
Elasticsearch Hands on
ELK stack overview (2:03)
Elasticsearch setup limiting RAM & environment setup (4:26)
Running Elasticsearch (4:07)
ElasticsearchAPIs & creating an index with Python (7:31)
Write logs (JSON) to Elasticsearch (4:46)
Analyzing logs with Kibana
Create Kibana visualizations & dashboards (9:27)
Analyse logs by searching Elasticsearch index (4:57)
Recap
Summary (3:03)
ElasticsearchAPIs & creating an index with Python
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