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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
Dr. Alvin Ang is a ACTA certified trainer. Dr. Alvin Ang did his Ph.D., Masters and Bachelors from NTU, Singapore. Previously he was a Principal Consultant (Data Science) as well as an Assistant Professor. He was also 8 years SUSS adjunct lecturer. His focus and interest is in the area of real world data science. Though an operational researcher by study, his passion for practical applications outweigh his academic background. He owns a startup externally.
Dr. Alfred Ang is the founder of Tertiary Courses. He is a serial entrepreneur. He founded OSWeb2Design Singapore Pte Ltd in 2007 offering web development, e-commerce store development, graphics design, ebook publishing, mobile apps development, and digital marketing services. He established the first online gardening store in Singapore, Eco City Hydroponics Pte Ltd in 2000, offering a wide range of gardening products such as seeds, plant nutrients, hydroponics kits etc. Eco City Hydroponics has become the most popular and successful gardening store in Singapore. He founded Tertiary Infotech Pte Ltd in 2012 and transformed the business to a training platform, Tertiary Courses in 2014. Tertiary Courses offers a wide range of SkillsFuture courses for PMETs to upgrade their skills and knowledge. He also established Tertiary Courses Malaysia in 2016. He also founded Tertiary Robotics in 2015 offering Arduino, Raspberry Pi, Microbit and Robotics products
Review
Customer Reviews (3)
- will recommend Review by Course Participant/Trainee
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. (Posted on 4/30/2025)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 - Working with Alvin has been an invaluable experience. Review by Course Participant/Trainee
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Working with Alvin has been an invaluable experience. Their dedication, expertise, and passion for their craft are truly inspiring. Alvin goes above and beyond to ensure that each session is not only informative but also engaging and enjoyable. Their ability to tailor training programs to meet individual needs and learning styles is commendable.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
What sets Alvin apart is their genuine commitment to the success and development of their trainees. They foster an environment of collaboration and growth, encouraging questions and discussions, which enhances the learning experience for everyone involved.
Moreover, Alvin possesses exceptional communication skills, making complex topics easy to understand and apply. Their patience, encouragement, and constructive feedback empower trainees to reach their full potential.
I am grateful for the opportunity to learn from Alvin, and I wholeheartedly recommend them to anyone seeking a knowledgeable, supportive, and motivating trainer. (Posted on 3/17/2024) - The Machine Learning AI for Trading training led by Alvin Ang was an absolute game-changer! Review by Course Participant/Trainee
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The Machine Learning AI for Trading training led by Alvin Ang was an absolute game-changer! With a knack for simplifying complex concepts. His enthusiasm and expertise shone through as they guided us through the basics with patience and clarity. I especially appreciated how he went the extra mile, providing helpful resources and support even after the sessions. If you're looking to dive into the world of trading with the power of AI, I can't recommend Alvin Ang enough. (Posted on 3/17/2024)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
Write Your Own Review
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