Certified NoSQL Analyst (CNA) - MongoDB Course

Certification in
AI/ML, Big Data, Cloud Computing & IoT

CITREP+ course fee support up to 90% (T&Cs apply)

ONLY Eligible Singaporeans who fits the criteria as a Student/Full-Time
NSF/Just ORD can apply for funding support up to 100% (T&C applies).
For more details, please visit go.gov.sg/tesacitrep

CITREP+ course fee support up to 90% (T&Cs apply)

Certification in
AI/ML, Big Data, Cloud Computing & IoT

ONLY Eligible Singaporeans who fits the criteria as a Student/Full-Time
NSF/Just ORD can apply for funding support up to 100% (T&C applies).
For more details, please visit go.gov.sg/tesacitrep

Course Description

The Certified NoSQL Analyst (CNA) program is aimed at both aspiring database and data warehouse administrators and provides a high-level overview on the concept of big data, role of big data analytics in business, data/information architecture, data warehousing, business intelligence, NoSQL approach, NoSQL & analytical tools and more. Practical NoSQL syntax will be taught using MongoDB shell, alongside the usage of MongoDB Compass and MongoDB Atlas. Participants will also be taught on how to leverage these data that are stored using analytical tool such RapidMiner.

Course Objective

The objective of the Certified NoSQL Analyst Course is to equip participants with the concept of big data, role of big data analytics in business, data/information architecture, data warehousing, business intelligence, NoSQL approach, NoSQL & analytical tools and more. In addition, the training focuses on MongoDB to implement different ways to store and handle data that can be modeled as a document format. This database is employed to handle documents in a free schema design that provides great flexibility to store and use data.

Skills Acquired

Participants will acquire knowledge on installation and configuration of MongoDB to working on Mongo shell through the NoSQL Analyst training. They will also learn data types in MongoDB, its schema design, create-read-update-delete operations, other MongoDB operators and index. In addition, participants will also learn about different data mining techniques through open-source analytical tools.

Why NoSQL and MongoDB?

Modern day businesses accumulate an astonishing amount of digital data, which can be leveraged to unlock new sources of economic value or to provide fresh insights into business trends. Business Analytics is the emerging and fastest growing technology which every organization is embracing. Given the context of data growth both in structured and unstructured way, organization also need to move forward from SQL to NoSQL technology to store and handle the data before analyzing it. MongoDB is one of the new open source databases that focus on the ideas of the NoSQL (Not Only SQL) approach.

Course Outline

Unit 1: Introduction to Business Analytics
Unit 2: Data/Information Architecture for Business Analytics
Unit 3: Introduction to Big Data
Unit 4: Introduction to NoSQL
Unit 5: Introduction to MongoDB
Unit 6: Installation of MongoDB
Unit 7: Mongo Shell
Unit 8: MongoDB Data Types
Unit 9: Schema Design
Unit 10: CRUD Operations
Unit 11: MongoDB Operators
Unit 12: MongoDB Indexes
Unit 13: Data Mining Tool
Unit 14: Data Mining Techniques

Software used: MongoDB Shell, MongoDB Compass, MongoDB Atlas, RapidMiner

Course Outcome

Acquire knowledge on business analytics with its impact on enterprises through real use cases
Acquire knowledge about the role of big data and NoSQL in business
Get skilled in NoSQL concepts and technique through an open source tool
Understand various design aspects and operations of MongoDB
Implement data mining concepts and techniques through an open source analytical tool
Get hands on experience in MongoDB, MongoDB Compass, MongoDB Atlas, RapidMiner

Duration

Pre-Requisites

Funding

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What our participants say...

"I took the CBAS (Business Analytics) course and it was suitable for beginners like me who had no prior knowledge of business analytics. The...Read more

Ting Zhi Siow

Senior Accountant

"The CBAS (Business Analytics) course has delivered all that I was looking for to upskill myself ….. perhaps even more! The instructor was very...Read more

Carmen Hui

Regional Media Director

As an Arts and Social Sciences student, GICT CBAS (Business Analytics) training and certification program has been a boon for me to enhance my...Read more

Timothy Timuari

National Univ. of Singapore (student)