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Course Details
Course Details
What You'll Learn
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.
Course Info
Prerequisite
Participants should already understand basic cloud computing and networking concepts. Review the fundamentals before attending this course.
Software Requirement
Install and test the listed software before class. Confirm the required version and account or licence access in your joining instructions. Cloud and AI services may charge subscription or usage fees.
Hardware Requirement
Bring a Windows or Mac laptop supported by the listed software, with a working keyboard and sufficient storage for course exercises.
Bring your own computer and charger, with a reliable internet connection and permission to install the required software. For live online classes, also prepare a microphone or headset.
If you need help arranging a suitable device, contact us before the class to confirm availability.
Job Roles
Job Roles
- 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
Trainers
Trainers
is an accomplished IT and data specialist with over 20 years of experience in academia, ICT leadership, and professional training, with a strong focus on data analytics and Excel-based solutions. He has developed and delivered specialized training programs on Statistical Data Analysis with Excel and Visual Basic for Applications (VBA) for Excel, equipping learners with advanced data manipulation, automation, and reporting skills. His expertise extends to automating institutional reporting systems, where he successfully streamlined academic records management through Excel-based tools, integrating macros and automation to improve efficiency and accuracy. As a trainer and consultant, Dr. Siraj has taught Excel to diverse audiences, including university staff, administrative teams, and professionals in banking, security, and education, ensuring they can apply Excel for decision-making, statistical modeling, and process automation. His practical mastery of Excel is complemented by his deep knowledge of office automation and ICT project management, making him a highly sought-after trainer in data analysis and productivity tools. With his blend of hands-on technical expertise and instructional experience, Dr. Siraj stands out as a credible authority in leveraging Excel to drive organizational efficiency and data-driven strategies
Review
Customer Reviews (7)
- Learned a lot Review by Course Participant/Trainee
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The course content was comprehensive and up to date. The practical exercises were the best part. (Posted on 5/18/2026)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Good course materials Review by Course Participant/Trainee
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The trainer was knowledgeable and explained the concepts clearly with real-world examples. (Posted on 2/3/2026)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Highly recommended Review by Course Participant/Trainee
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The course materials were detailed and easy to reference afterwards. Great value for money. (Posted on 2/17/2025)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Very useful course Review by Course Participant/Trainee
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The training was very practical and hands-on. I could apply what I learned to my work immediately. (Posted on 1/14/2025)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Very useful course Review by Course Participant/Trainee
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Really enjoyed the training. The examples were relevant and the pace was just right. (Posted on 7/14/2024)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment
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