
A hands-on 2.5-hour live session to move from Excel-thinking to Python-thinking and walk away having automated your first real reporting task.
From Spreadsheets to Scripts: Build Real Python Skills, Live
A hands-on walkthrough of Pandas, NumPy, and automation — designed to go beyond the basics so working professionals leave with patterns they can actually apply to their own reporting workflows, not just toy examples.
Beyond the Basics: Pandas, NumPy & Automation in Action
This isn't a syntax-only intro. You'll work through real, messy data problems and build an automation script live the kind of task you'd actually be asked to do at work.
Think in Python, Not in Cells
A practical session built for analysts who already know Excel inside-out and are ready to see how the same logic filters, pivots, and lookups translate into faster, scalable Python code.
Title: Automate Your First Real Report Live, End to End
From raw data to a finished, automated weekly report this session walks through the full pipeline using Pandas and NumPy, with enough depth for professionals already comfortable with spreadsheets.
If you've ever rebuilt the same report every Monday, copy-pasted data between sheets, or wished Excel could "just do it automatically," this is that unlock.
A working Python script that automates a real reporting task
Confidence reading and writing basic Pandas/NumPy code
A portfolio-ready mini-project you can show in interviews
The foundation to keep building automation skills on your own
Students
Data Analytics, Computer Science, or related students who want hands-on Pandas/NumPy experience beyond textbook theory and a project worth showing.
Freshers
Recent graduates preparing for interviews who need a real, demonstrable Python project to stand out in a competitive job market.
Working Professionals
Analysts, MIS executives, and business/data roles handling recurring reports who want to automate the repetitive work and save hours every week.
Career Switchers
Anyone moving into Data Analytics from a non-tech background, looking for a structured, guided entry point instead of piecing things together alone.
Excel Power Users
Spreadsheet-heavy professionals ready to translate what they already know filters, pivots, lookups into faster, scalable Python code.
Curious Beginners
No prior coding experience required — just a laptop and the willingness to build something real, live, in 2.5 hours.

Rutvik Acharya
Principal Data Scientist - AI @ Atlassian
Principal Data Analyst at Atlassian with expertise in product analytics, business intelligence, and data-driven decision-making. Experienced in transforming complex data into actionable insights that drive product and business growth.
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