Course Details
Course Details
What You'll Learn
Topic 1 Overview of Multi Agents Systems for Trading
- From Machine Learning to Agentic AI in Trading
- What Is a Multi Agents System
- LLM Agents, Tools and Function Calling
- Multi-Agent Frameworks: AutoGen, CrewAI and LangGraph
- Architecture of a Trading Agent Team
- Setting Up the Development Environment and Market Data APIs
Topic 2 Market Research and Analysis Agents
- Building a Market Data Agent for Prices and Fundamentals
- Technical Analysis Agent with Indicators and Chart Patterns
- News and Sentiment Analysis Agent
- Agent Collaboration: Debate, Critique and Consensus
- Producing an AI-Generated Research Report
Topic 3 Strategy and Backtesting Agents
- Strategy Agent: Generating Trading Rules and Signals
- Backtesting Agent with Historical Market Data
- Evaluating Strategies: Returns, Drawdown and Sharpe Ratio
- Iterating Strategies with Agent Feedback Loops
- Avoiding Overfitting and Lookahead Bias
Topic 4 Trade Execution and Risk Management Agents
- Risk Manager Agent: Position Sizing, Stop Loss and Exposure Limits
- Trade Execution Agent with Paper Trading
- Orchestrating the Full Multi-Agent Trading Workflow
- Monitoring, Logging and Human-in-the-Loop Controls
- Responsible and Compliant Use of AI in Trading
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:
Hardware: Window or Mac Laptops
Job Roles
Job Roles
- Traders
- Algorithmic Traders
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 (8)
- Practical and relevant Review by Course Participant/Trainee
-
The training was very practical and hands-on. I could apply what I learned to my work immediately. (Posted on 6/26/2026)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 - Great practical training Review by Course Participant/Trainee
-
Solid content and a supportive trainer. I would definitely sign up for more courses here. (Posted on 6/18/2026)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 - Learned a lot Review by Course Participant/Trainee
-
The course content was comprehensive and up to date. The practical exercises were the best part. (Posted on 2/13/2026)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 - Knowledgeable trainer Review by Course Participant/Trainee
-
I found the course extremely useful and relevant to my job. Highly recommend it to others. (Posted on 1/9/2026)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 - Very useful course Review by Course Participant/Trainee
-
The trainer was knowledgeable and explained the concepts clearly with real-world examples. (Posted on 11/8/2025)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
Write Your Own Review
- Recommended Courses