DATA ENGINEERING TOOLS WORKSHOP

🔧 "Which data engineering tools should I actually use for the AWS Challenge?"

Great question! Let's answer it properly with a hands-on comparison session.

### What Rendani Will Demo:

🆓 Free Tools Deep Dive (35 min):

• VS Code vs Jupyter vs SageMaker Studio Labs
• Live performance comparisons
• When to use each tool for different projects

💰 Paid Tools & Enterprise Solutions (20 min):

• PyCharm Professional vs Community edition
• Databricks, AWS SageMaker Studio, Tableau
• ROI analysis: when paid tools make sense

🎯 Decision Framework (5 min):

• Tool selection matrix for your specific needs
• Natural progression path from free to enterprise

### You'll leave with:

• Clear tool recommendations for your AWS challenge project
• Experience with multiple development environments
• Decision criteria for future tool selections