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Course Details
Course Details
What You'll Learn
Topic 1: Claude Code Architecture & RAG Foundations
- Overview of Agentic Coding and Claude Code architecture
- How Claude navigates codebases and uses tools (filesystem, terminal, GitHub, MCP servers)
- Memory persistence and cross-session context
- Understanding RAG chatbot architecture (embeddings, vector DB, backend, frontend, data flow)
- Creating and structuring CLAUDE.md for persistent project knowledge
- Managing context using file references, screenshots, and escape, clear, compact commands
- Hands-on: Initialize RAG project and document architecture
Topic 2: Agentic Development, Testing & Git Workflows
- Planning-first development to improve Claude performance
- Using thinking mode for complex tasks
- Brainstorming with subagents
- Adding backend and frontend features to a RAG chatbot
- Writing automated tests and refactoring chatbot components
- Running parallel Claude sessions using Git worktrees
- Fixing GitHub issues and managing PRs with Claude Code integration
- Hands-on: Build feature branch, test, create and merge PR
Topic 3: Advanced Tooling, Automation & AI-Driven UI
- Using Claude Code hooks to execute pre/post tool commands
- Refactoring a Jupyter notebook into a production dashboard
- Connecting Claude to Figma MCP to import mockups and generate UI
- Building a web interface using Federal Reserve Economic Data
- Using Playwright MCP to automate browser testing and capture screenshots
- Iteratively improving UI design with Claude feedback
- Hands-on: Convert notebook to dashboard and auto-test UI with Playwright
Course Info
Promotion Code
Your will get 10% discount voucher for 2nd course onwards if you write us a Google review.
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
Job Roles
Job Roles
- AI Developer
- Full Stack Developer
- Machine Learning Engineer
- Software Engineer
- DevOps Engineer
- AI Solutions Architect
- Backend Developer
- Frontend Developer
- Data Engineer
- Prompt Engineer
- AI Product Manager
- Technical Lead
- Automation Engineer
- Platform Engineer
- QA Automation Engineer
- Cloud Developer
- AI Research Engineer
- Developer Advocate
- Technical Consultant
- Engineering Manager
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 (9)
- Very informative 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 3/6/2025)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 - Engaging trainer Review by Course Participant/Trainee
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Well organised course with clear objectives. The step-by-step approach made it easy to follow. (Posted on 2/13/2025)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 - Would attend again Review by Course Participant/Trainee
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Excellent delivery and good balance between theory and practice. Learned a lot in a short time. (Posted on 10/19/2024)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 - Hands-on and practical 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 10/18/2024)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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