Mastering Python & Deploy over Automation, Data Analysis, and Investment Insights – with AI

Course Information
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Overview
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Learning Outcomes
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Who Should Attend
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Testimonials
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Trainer's Profile
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Course Outline
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.
By the end of the workshop, you will be able to:
· Generate Python scripts using AI for data tasks
· Perform advanced analytics and automate reporting
· Analyze financial/investment data with AI support
· Streamline office processes using AI + code
- Senior executives
- Analysts and finance professionals
- Tech-curious managers
Word Cloud: 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”
“Able to share detailed examples during the class”

Data Scientist / A.I / Finance / Analytics Investments / Principal Trainer [ACLP]
Senior Fund Manager (Hedge Fund)
Summary Profile
Career Route:
o 25 years in the field of Data Science.
o 20 years in the Financial Field of Advisory, Investments and Speculations. 15 years Director appointments in 4 of the biggest Financial Advisory Firms in Singapore
o Keynote Speaker and Author/Trainer
o Senior Partner of BigDataVC - An Investment Data Science Firm
Module 1: Getting Started with AI Tools & Setup
· Overview of AI tools (ChatGPT, Copilot, Claude)
· Setting up Python (gmail required)
· How to prompt AI to write usable code
Module 2: Data Analysis with AI-Generated Code
· Using AI to generate analysis scripts
· Case studies: A company's Sales Dataset
· Hands-on exercise
Module 3: Automating Reports and Dashboards
· Auto-create Excel reports using Python
· Generate charts and summaries
· Email/send reports automatically
Module 4: AI for Investment & Financial Data
· Getting market data via APIs
· AI-generated insights: trends, comparisons
· Visualizing investment performance
Module 5: Real-World Automation Projects
· Automating common office tasks
· Code templates provided
Wrap-Up & Q&A
· Recap key takeaways
· Share additional resources
· Final Q&A and feedback
Note: Course is subjected to modifications as AI is continuously evolving.
