Course Details
Course Details
What You'll Learn
Topic 1 Getting Started with AI Vibe Coding for Trading
- Introduction to Algorithmic Trading and Vibe Coding
- Setting Up Python, Trading Libraries and AI Coding Assistants (Cursor, GitHub Copilot, Claude)
- Fetching and Exploring Market Data from a Prompt
- Effective Prompting for Trading Code Generation
Topic 2 Analysing Markets with AI
- Working with Price Data and Indicators
- Visualising Market Data
- Building Trading Signals
- Debugging and Explaining Code with AI
Topic 3 Building and Backtesting Strategies with AI
- Designing a Trading Strategy
- Backtesting a Strategy
- Measuring Performance and Risk
- Reviewing and Refactoring AI-Generated Code
Topic 4 Automating and Running Trading with AI
- Optimising Strategy Parameters
- Connecting to a Broker API
- Testing and Validating Your Strategy
- Running and Monitoring Your Trading Bot
Course Info
Prerequisite
This is an intermediate level course. The following prerequisite is assumed
Software Requirement
Please download and install the following software prior to the class
- Python 3.x https://www.python.org/downloads/
- Sublime Text 3 https://www.sublimetext.com/3
- Pycharm https://www.jetbrains.com/pycharm/download/
Job Roles
Job Roles
- Data Scientists
- Financial Analyst
- 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 (6)
- Clear and easy to follow Review by Course Participant/Trainee
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Good hands-on training with plenty of examples. I feel much more confident applying these skills now. (Posted on 5/9/2024)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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