Certificate Authentication

Cassandra Administration with Elasticsearch Certificate for Lester...

Add to LinkedIn

Certificate ID: 
712223
Authentication Code: 
e1260
Certified Person Name: 
Lester Dela Cruz
Trainer Name: 
Jose Suarez Colindres
Duration Days: 
4
Duration Hours: 
28
Course Name: 
Cassandra Administration with Elasticsearch
Course Date: 
13 March 2023 08:00 to 16 March 2023 16:00
Course Outline: 
  • Section 1: Introduction to Big Data / NoSQL
    • NoSQL overview
    • CAP theorem
    • When is NoSQL appropriate
    • Columnar storage
    • NoSQL ecosystem
  • Section 2 : Cassandra Basics
    • Design and architecture
    • Cassandra nodes, clusters, datacenters
    • Keyspaces, tables, rows and columns
    • Partitioning, replication, tokens
    • Quorum and consistency levels
    • Labs : interacting with cassandra using CQLSH
  • Section 3: Data Modeling – part 1
    • introduction to CQL
    • CQL Datatypes
    • creating keyspaces & tables
    • Choosing columns and types
    • Choosing primary keys
    • Data layout for rows and columns
    • Time to live (TTL)
    • Querying with CQL
    • CQL updates
    • Collections (list / map / set)
    • Labs : various data modeling exercises using CQL ; experimenting with queries and supported data types
  • Section 4: Data Modeling – part 2
    • Creating and using secondary indexes
    • composite keys (partition keys and clustering keys)
    • Time series data
    • Best practices for time series data
    • Counters
    • Lightweight transactions (LWT)
    • Labs : creating and using indexes;  modeling time series data
  • Section 5 : Cassandra Internals
    • understand Cassandra design under the hood
    • sstables, memtables, commit log
  • Section 6: Administration
    • Hardware selection
    • Cassandra distributions
    • Cassandra Nodes Communication
    • Writing and Reading data to/from the storage engine
    • Data directories
    • Anti-entropy operations
    • Cassandra Compaction
    • Choosing and Implementing compaction strategies
    • Cassandra best practices (compaction, garbage collection,)
    • Creating a test Cassandra instance with low memory footprint
    • Troubleshooting tools and tips
    • Lab : students install Cassandra, run benchmarks

 

  • ELASTISEARCH

        -Introduction to Elasticsearch

         -Architecture of Elasticsearch : Sharding, Index Management / Defining Mappings

         -Mappings : CRUD and relationship to documents/indices,Data Types,Dynamic Field Mappings, Index Templates

         -Writing Search queries

         -Administration: Monitoring, Deployment,Maintenance and basic optimization