NoSQL Training Overview
This live, online Introduction to NoSQL Databases training course teaches attendees how to leverage distributed architecture and features of various non-relational databases. Participants will understand the difference between relational and non-relational databases along with usage patterns and explore document stores, graph databases, column-oriented Databases, and key-value pairs.
Location and Pricing
This course is taught as a private, live online class for teams of 3 or more. All our courses are hands-on, instructor-led, and tailored to fit your group’s goals and needs. Most Accelebrate classes can be flexibly scheduled for your group, including delivery in half-day segments across a week or set of weeks. To receive a customized proposal and price quote for online corporate training, please contact us.
In addition, some courses are available as live, instructor-led training from one of our partners.
Objectives
All students will learn how to:
- Understand the history and evolution of data storage systems
- Understand distributed architecture benefits
- Identify which techniques should be applied for a specific use case
- Leverage Hadoop and HDFS
- Compare SQL and NoSQL databases
- Understand NoSQL databases types
- Understand Cloud-Based Data Storage options
- Identify usage patterns for various NoSQL databases types
Prerequisites
Students must have basic programming knowledge, preferably Python, Java, or Scala, and a basic understanding of Databases.
Outline
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Introduction
Need of Elasticity
- Horizontal versus Vertical scalability
- Parallel Execution
- Fault tolerance
- Economic impact
Cluster and Cloud Option
- Cluster
- Cloud options
- AWS, GCP, and Microsoft Azure
Non-relational databases
Evolution of Data Storage
- History of data stores
- OLTP versus OLAP
- Data warehousing concepts
- Data growth and usage patterns
- 5Vs of Big Data
- Hadoop and HDFS
Relational versus non-relational databases
- CAP Theorem
- Comparison of Relational and Non-relational databases
- NoSQL Databases
- NoSQL Databases types
- Document Stores
- Graph Database
- Column-Oriented Database
- Key-value
- Search
Document Stores
- Overview
- Pros and Cons
- Usage patterns
- MongoDB
Graph Database
- Overview
- Pros and Cons
- Usage patterns
- Neo4J
Key-value Data Store
- Overview
- Pros and Cons
- Usage patterns
- Redis, Dynamo
Column-Oriented Database
- Overview
- Pros and Cons
- Usage patterns
- HBase
Search
- Overview
- Pros and Cons
- Usage patterns
- Solr, ELK Stack
Cloud Data Store
- Overview
- Pros and Cons
- Usage patterns
- S3, AWS Dynamo, Google Cloud SQL, Azure Cosmos Db, Snowflake
- References and Next steps
Conclusion
Training Materials
All NoSQL training students will receive comprehensive courseware.
Software Requirements
- Computer with Internet connectivity
- Ability to install software on the computer
- Recent 64-bit OS, such as Windows 10, macOS, or Linux
