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Python for Finance

Course Information

  • Sessions 2 days
  • Duration 15 hrs
  • Level Beginner
  • Assessment NA

Venue

12 Woodlands Square #07-85/86/87 Woods Square Tower 1, Singapore 737715. 5 mins walk from Woodlands (NS9) MRT station.

The venue is disabled-friendly.

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Certification

  • Certificate of Completion from Tertiary Courses - Upon meeting at least 75% attendance and passing the assessment(s), participants will receive a Certificate of Completion from Tertiary Courses.

AI Vibe Coding for Finance

Course Code: C207
AI Vibe Coding Series

9 Review(s) | Add Your Review

What's This Course About

Automate financial analysis and reporting with AI Vibe Coding for Finance. This hands-on 2-day course teaches you how to use AI coding assistants such as Cursor, GitHub Copilot and Claude to analyse financial data, build models and automate workflows with Python and pandas. Instead of memorising libraries and syntax, you will vibe code — describing what you want in plain language and letting AI generate, refactor and debug the code while you focus on the financial insight.

Through practical projects, participants will load and clean financial data, compute returns and risk metrics, visualise trends, build simple pricing and portfolio models, and automate recurring reports — all with an AI pair programmer at their side. You will also learn to review, test and validate AI-generated code so your numbers stay accurate and auditable. By the end of the course, you will be able to deliver financial analysis and automation faster with an effective AI vibe-coding workflow.

Course Fee

$700.00 (GST-exclusive)
$763.00 (GST-inclusive)

Course Date

Course Time

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Additional Note

Please bring your own laptop for hands-on training. If you don't have laptop, we can provide spare laptop for training use.

Post-Course Support

  • We provide free consultation related to the subject matter after the course.
  • Please email your queries to enquiry@tertiaryinfotech.com and we will forward your queries to the subject matter experts.

Cancellation & Reschedule Policy

  • You can register your interest without upfront payment. There is no penalty for withdrawal of the course before the class commences.
  • We reserve the right to cancel or re-schedule the course due to unforeseen circumstances. If the course is cancelled, we will refund 100% for any paid amount.
  • Note the venue of the training is subject to changes due to availability of the classroom.

Course Details

Course Details

What You'll Learn

Topic 1 Getting Started with AI Vibe Coding for Finance

  • Introduction to Financial Analysis and Vibe Coding
  • Setting Up AI Coding Assistants (Cursor, GitHub Copilot, Claude)
  • Loading and Cleaning Financial Data with AI
  • Effective Prompting for Finance Code Generation

Topic 2 Financial Data Analysis with AI

  • Exploring Prices, Returns and Risk Metrics
  • Time Series Analysis with pandas
  • Visualising Financial Trends and Dashboards
  • Debugging and Explaining Analysis Code with AI

Topic 3 Financial Modelling and Automation with AI

  • Building Pricing and Valuation Models
  • Portfolio Construction and Optimisation
  • Automating Recurring Financial Reports
  • Connecting to Market Data APIs

Topic 4 Building and Deploying Finance Apps with AI

  • Building an Interactive Finance App
  • Reviewing, Testing and Validating AI-Generated Code
  • Ensuring Accuracy, Auditability and Governance
  • Deploying and Sharing Your Finance Tools

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.

This is an intermediate level course. The following prerequisite is assumed

Target Age Group: 18-65 years old

Minimum Software/Hardware Requirement

Software:

Hardware: Window or Mac Laptops

Job Roles

Job Roles

  • Aspiring Software Developer
  • Data Analyst
  • Web Developer
  • Automation Engineer
  • Data Scientist
  • System Administrator
  • Bioinformatics Specialist
  • Research Scientist
  • Finance Professional
  • Machine Learning Enthusiast
  • GIS (Geographic Information System) Specialist
  • IT Consultant
  • Network Engineer
  • Database Administrator
  • Tech Entrepreneur.

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.

Terence Ee is an experienced IT leader and consultant with more than 25 years of expertise in technology management, information systems, and digital transformation. He has served as Chief Information Officer at the Supreme Court of Singapore and Vice President of Information Systems at Senoko Energy, where he led major IT modernization projects. Since 2017, he has worked as an independent consultant and ACLP-certified trainer, specializing in guiding SMEs and enterprises in adopting future-ready digital platforms. As a WSQ-accredited trainer, Terence delivers programs in digital collaboration, IT governance, and productivity tools. His facilitation emphasizes case studies, simulations, and hands-on practice, enabling learners to apply modern IT systems such as Microsoft 365 and Google Workspace to improve collaboration and business efficiency. With his leadership background and deep IT expertise, Terence prepares learners to thrive in digitally transforming environments.

Review

Customer Reviews (9)

Will Recommend Review by Course Participant/Trainee
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
Nil (Posted on 10/8/2017)
Thank you Dr Cao! Very interesting class indeed! Review by Course Participant/Trainee
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
Nil (Posted on 8/14/2017)
Will Recommend Review by Course Participant/Trainee
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
Send out the required programs before the course commences, to enable us to install and familiarize ourselves (Posted on 9/8/2016)
Will Recommend Review by Course Participant/Trainee
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
Maybe to save on the time on more useful stuff, i think it would be good to give installation guide for the necessary software to be downloaded/install before the course date.

I think the course material could be furthermore improve with more elaboration on the concepts

(Posted on 8/21/2016)

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