Classroom/ Online: Yes/ No
Scheduling Date(s):
1) 30 - 31 Mar 2026 (classroom)
2) 21 - 22 May 2026 (classroom)
3) 26 - 27 Aug 2026 (classroom)
4) 25 - 26 Nov 2026 (classroom)
Note: Please click specific date for detailed venue and course fee etc.
2-Day Mastering Python Basics and Using It Like an Expert for Charting, Automation, Data Analysis, and Investment Insights - Powered by AI
This course simplifies Python programming and demonstrates how executives can harness its power for business, data handling, automation, and even financial modelling—with the help of AI like ChatGPT to write code.
Objective
By the end of the workshop, you will be able to:
- Understand Python fundamentals and write basic scripts
- Apply Python to automate spreadsheets and generate reports
- Use Python for data analysis and charting
- Leverage AI tools to write and explain code
Outline
- Introduction to Python and Colab Jupyter Notebooks (no installation)
- Writing Scripts: Variables, Conditions, Loops, and Functions
- Automating Excel with OpenPyXL and Pandas
- Visualising Data using Matplotlib and Seaborn
- Web Scraping for Market Research and Competitive Analysis
- Using ChatGPT/Colab AI to Write and Debug Python Code
- Automating Repetitive Tasks and Creating Reports
- Introduction to Investment Modelling and Portfolio Dashboards
Who should attend
- Senior executives
- Analysts and finance professionals
- Tech-curious managers
Methodology
- Code-along sessions with AI guidance
- Mini-projects for business automation and data tasks
- Interactive Q&A with coding assistance
Testimonials
The trainer delivered the AI course with great clarity, and the introduction to Feedough was especially insightful. The practical examples and guidance made the learning experience highly engaging and useful.
Bernard is friendly and able to draw attention from the participants.
Bernard was knowledgeable and engaging. He customised the course to meet the needs of our group.
informative, engaging, useful info, insights
"The training was very hands-on and practical. I now feel confident using Excel & Power BI to generate reports for my team." - Sarah T., HR Manager
"Excellent introduction to Excel & Power BI reporting. The instructor made everything easy to understand, even for someone with little experience." - John P., Finance Assistant
Bernard is a very patient teacher, he was happy to repeat his explanations or simplify his explanations should he be required to
The session provided practical and relevant insights into how generative AI can be applied in a business context. The frameworks, examples, and demonstrations helped me better understand both the opportunities and limitations of GenAI, and I can see clear use cases that are applicable to my work.
Average of >4.9 stars out of 5 stars
Bernard is friendly and able to draw attention from the participants.
Bernard was knowledgeable and engaging. He customised the course to meet the needs of our group.
informative, engaging, useful info, insights
"The training was very hands-on and practical. I now feel confident using Excel & Power BI to generate reports for my team." - Sarah T., HR Manager
"Excellent introduction to Excel & Power BI reporting. The instructor made everything easy to understand, even for someone with little experience." - John P., Finance Assistant
Bernard is a very patient teacher, he was happy to repeat his explanations or simplify his explanations should he be required to
The session provided practical and relevant insights into how generative AI can be applied in a business context. The frameworks, examples, and demonstrations helped me better understand both the opportunities and limitations of GenAI, and I can see clear use cases that are applicable to my work.
Average of >4.9 stars out of 5 stars
Profile of Bernard Peh
Principal Trainer | ACLP Certified | Data & AI Scientist | Finance & Investment Expert | Senior Fund Manager
Bernard Peh is an accomplished professional trainer and industry expert with over 25 years of experience at the intersection of Data Science and Financial Investments. As an ACLP-certified trainer, Bernard has designed and conducted numerous training programmes across eight major Accredited Training Organizations (ATOs) in Singapore, impacting the professional development of over 1,500 learners since 2018.
He is also a sought-after keynote speaker and published author in the fields of Data Science and Investment Strategy. Bernard brings deep industry insights, having held director-level positions in four leading financial advisory firms over 15 years. Currently, he serves as Senior Partner at BigDataVC, where he co-leads investment initiatives powered by advanced analytics and AI technologies.
Key Career Highlights
ACLP-Certified Trainer: Developed and delivered WSQ-aligned training courses for 8 leading ATOs in Singapore, mentoring over 1,000 professionals.
Keynote Speaker & Author: Recognized thought leader in Data Science and Financial Investments.
25 Years in Data Science: Proven track record of applying data analytics to drive strategic decisions and business outcomes.
25 Years in Financial Advisory & Investment: Former Director at 4 prominent financial advisory firms in Singapore.
Senior Partner at BigDataVC: Leading a data-driven investment firm focused on using AI and predictive analytics for superior market insights.
Technical Expertise
• Python
• AI
• Microsoft Power BI
• C / C++ / MS Excel / SQL
• Data Science, Analytics/Visualization
• Leadership, Financial, Investment & Speculations Advisory
• Hedge Fund Management & Advisor
