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PYTHON MASTERY FOR EXCEL USERS

Customizable Training for Finance & Accounting Teams

1-3 Days (Flexible Duration)From $200/hour per instructor
Python automation robot

Core Python for Finance (Day 1)

  • •Fast-Paced Python Introduction:
  • • Jupyter notebook environment setup and mastery
  • • Python basics: variables, loops, conditionals, data types
  • • Python vs Visual Basic: migration patterns and comparisons
  • • Replicating popular VB macros in Python
  • • Exception handling for financial data processing
  • •Excel Integration & Data Processing:
  • • Reading/writing Excel files programmatically
  • • Multi-template data consolidation automation
  • • Document security and password protection
  • • Data validation and error checking

Accounting & Finance Applications

•ISCA-Specific Use Cases:
• Automated monthly/weekly financial reporting
• Multi-source data consolidation and reconciliation
• Competitive pricing analysis via web scraping
• Risk assessment models and stress testing
• Regulatory compliance and audit automation
•Advanced Analytics (Days 2-3):
• Statistical analysis: multivariate regression, correlation matrices
• Time series analysis and forecasting models
• Return calculations and portfolio optimization
• Financial dashboard creation with interactive visualizations
• Machine learning for fraud detection and trend analysis

Advanced Applications & SMU Academy Partnership

Handle 500MB+ datasets vs Excel's limitations

Comprehensive coverage from basic Python to advanced financial modeling. Partnership with SMU Academy provides access to university-level curriculum and industry expertise. Customizable content for accounting, finance, and business intelligence teams.

Trusted By

ISCA • SMU Academy • PhillipCapital • Temasek Holdings • DBS

“By combining Excel's familiar interface with Python's robust computational abilities, participants can tackle tasks that were once tedious, time-consuming, or impossible within traditional Excel alone”
- Blake Rayfield, Assistant Professor of Finance, SMU

ISCA & SMU ACADEMY COLLABORATION

Proven track record with Institute of Singapore Chartered Accountants and SMU Academy partnership. Participants build working prototypes using their real business data. Custom curriculum designed for finance professionals covering statistics, regression analysis, and SQL for business intelligence.

Flexible Delivery Options

  • •Duration: 1-day intensive, 2-day comprehensive, or 3-day mastery
  • •Format: In-person, online, or hybrid delivery
  • •Customization: Industry-specific content and use cases
  • •Prerequisites: Basic Excel knowledge (VBA helpful but not required)
  • •Technical Setup: Anaconda library installation (free software)
  • •Follow-up: Email support for one week after completion
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