AWS Certified Data Engineer Associate Exam Prep

Topic 1: Data Ingestion and Processing

• Stream and batch data ingestion.
• Implement data replayability and stateful/stateless data transactions.
• Set up schedulers and event triggers.
• Manage fan-in and fan-out for streaming data.
• Create and manage ETL pipelines.
• Transform and process data using various AWS services (e.g., AWS Glue, Lambda).
• Optimize data pipelines for cost, performance, scalability, and availability.
• Orchestrate data pipelines using orchestration services (e.g., AWS Step Functions).
• Apply programming concepts such as CI/CD, SQL queries, and Infrastructure as Code (IaC).

Topic 2: Data Store Management

• Choose and configure appropriate data storage solutions.
• Implement data cataloging systems.
• Manage the data lifecycle, including data retention and archiving.
• Design data models and handle schema evolution.

Topic 3: Data Operations and Support

• Automate data processing using AWS services.
• Analyze data using AWS services and tools.
• Maintain and monitor data pipelines.
• Ensure data quality through validation, profiling, and quality checks.

Topic 4: Data Security and Governance

• Apply authentication and authorization mechanisms.
• Ensure data encryption and masking.
• Prepare logs for audit.
• Understand and implement data privacy and governance practices.

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Minimum Entry Requirement

Knowledge and Skills

• Able to operate using computer functions
• Minimum 3 GCE ‘O’ Levels Passes including English or WPL Level 5 (Average of Reading, Listening, Speaking & Writing Scores)

Attitude

• Positive Learning Attitude
• Enthusiastic Learner

Experience

• Minimum of 1 year of working experience.

Target Age Group: 18-65 years old

Minimum Software/Hardware Requirement

Software:

TBD

Hardware: Window or Mac Laptops

• AWS Data Engineer
• Cloud Solutions Architect
• Data Analytics Specialist
• Data Integration Engineer
• Cloud Data Architect
• Machine Learning Engineer
• Big Data Engineer
• Data Scientist
• Cloud Data Operations Manager
• Database Administrator (Cloud)
• ETL Developer
• Data Migration Specialist
• Data Warehouse Specialist
• Cloud Security Analyst
• Systems Integration Specialist
• DevOps Engineer (Data Focus)
• AWS Certified Solutions Architect
• Data Governance Analyst
• Cloud Infrastructure Manager
• Cloud Platform Engineer

Quah Chee Yong: Quah Chee Yong is a ACTA certified trainer. Quah Chee Yong Chee Yong is an experienced professional who has held various Technical, Operations and Commercial positions across several industriesA firm believer that AI can create a better world, he has equipped himself with the Knowledge and Skills in the fields of Data Science, Machine Learning, Deep Learning and Cloud Deployment

He has a deep passion for training & facilitating and is currently a Singapore WSQ certified Adult Educator. He particularly enjoys the interactive engagements with his fellow trainers and learners

Agus Salim: Agus Salim is a professional with more than 10 years of experience in Project Management, IT Solutions Management, and Systems Integration both in waterfall and agile methodology. He started out his career as a Web Developer before moving on to Business Analyst/Project Manager. He has strong leadership and the capability of leading a team with a proven ability to deliver projects with tight timelines. Besides his experiences in managing projects, he has good knowledge in Cybersecurity and hands-on experience in Next Generation Firewall such as Check Point. During his free time, he likes to explore Cloud Technology, especially on Microsoft Azure. Agus has obtained AZ-104, AZ-500 and other Microsoft certifications. I am also a ALCP certified trainer.

Anil Bidari: Anil is a ACLP certified trainer. He is an Enterprise Cloud and DevOps Consultant , responsible for  helping clients to move Virtual data centre to Private Cloud based on OpenStack and Public Cloud ( AWS, Azure and Google cloud) . Consulting and training experience on Devops tool chain like github , Jenkins, Sonarqube, Docker & kubernetes, Cloud foundry, Openshift, Ansible and SaltStack. Lot of my Role is involved design and implementation of a solution and training

Peter Cheong :  Peter is a ACLP certied trainer. Specialise In IT related knowlege and conduct IT Training which Include Microsoft Window Server Technology (Wintel) and Linux - Centos/Red Hat. Comptia ,ITIL , Motorola Solution Trunking System and Cisco Networking. I was worked in Motorola Solutions Conduct Motorola Astro 25 Trunking System For Police Force Malaysia (RMPnet),Taiwan Navy, Indonesia METRO POLDA (Police Force). After that Peter Join As IT Group Manager For W-Group which include 17 subsidiaries Companies in Real Estate Developer,Plantation, Building Management Services ,Contruction and also Fiber Opti Service Provider in Sabah,Malaysia.

Ben Law Beng Tjin: Ben is an experienced IT Infrastructure professional with more than 20 years of working experience in IT sector. Due to Corporate Digital Transformation and COVID-19 during early 2020 he shifted his focus to Cloud Computing specialized in Cloud Infrastructure Solutioning. He is  an AWS Certified Solution Architect Associate, Google Certified Cloud Engineer, Microsoft Certified Azure Fundamentals and Alibaba Cloud Associate.