Enterprise Application of Python 2 Day Workshop
Build • Automate • Analyze • Integrate — a practical, enterprise-ready workshop focused on real business outcomes:
efficiency, automation, data clarity, and AI readiness.
Day 1 — Automation & Systems Thinking
Theme: Replace manual work with reliable systems
- Executive framing: why Python in the enterprise today (automation ROI, operational efficiency, AI readiness)
- Core foundations (fast + practical): syntax essentials, data types, control flow, functions, error handling
- Automating business workflows: file processing (CSV/Excel), data cleanup, generating reports
- Structuring enterprise code: reusable functions, intro to classes, modules, logging, exceptions
- API integration: working with JSON, calling APIs, integrating data into internal processes
Day 1 outcome:
Participants build a working automation script that ingests data, cleans it, applies business rules, and outputs a report.
Participants build a working automation script that ingests data, cleans it, applies business rules, and outputs a report.
Day 2 — Data, AI, and Cloud Integration
Theme: Turn data into strategic insight
- Data analysis with Python: pandas, DataFrames, filtering, grouping, aggregation, summary metrics
- Visualization for decision making: charts for leadership reports, exporting visuals for stakeholders
- AI integration: calling AI services from Python, summarization, classification, structured outputs
- Cloud & deployment concepts: scheduled jobs, server execution, serverless concepts, scaling automation
- Enterprise best practices: code organization, documentation, security basics, privacy/governance mindset
Day 2 outcome:
Participants extend their solution into analytics + AI, and learn how to operationalize Python workflows in an enterprise environment.
Participants extend their solution into analytics + AI, and learn how to operationalize Python workflows in an enterprise environment.
