# @jessramosdata on Instagram

- **Type:** Image
- **Original URL:** https://www.instagram.com/p/DU_Oz1ikgCn
- **Gondola URL:** https://gondola.cc/posts/63368375-jessramosdata-instagram
- **Thumbnail:** https://img.gondola.cc/tr:w-,h-,fo-auto/postThumbnails/d85168dfe8.jpg
- **Posted:** 2026-02-20T17:24:09.000+00:00
- **Account Owner:** Jess Ramos | Tech, AI, & Data⚡️ (@jessramosdata) — https://gondola.cc/jessramosdata

## Caption

Comment “AI” for my full synthetic dataset tutorial Youtube video! Save for later and follow for more!

If you haven’t learned Python yet, this is your sign.

Here’s exactly how I’d learn it ⬇️

Beginner — Build confidence with real data:
↳ Import libraries
↳ Read CSV & Excel files
↳ Explore and understand your data
↳ Select rows & columns
↳ Filter with conditions
↳ Handle missing values
↳ Rename columns & change data types
↳ Basic string manipulation
↳ Basic charts & visualization

Intermediate — Answer real business questions:
↳ Group & aggregate
↳ Create new columns
↳ Conditional logic
↳ Sort & rank
↳ Merge & join datasets
↳ Handle duplicates
↳ Date & time manipulation
↳ Exploratory data analysis
↳ Statistical charts & customization

Advanced — Build analysis that drives decisions:
↳ Complex transformations
↳ Reshape data
↳ Work with large datasets
↳ Write reusable functions
↳ Automate your analysis
↳ Data quality checks
↳ Advanced visuals
↳ KPI & trend analysis
↳ Stakeholder-ready insights

#python #sql #dataanalytics #datascience #roadmap
🏷️ python, sql, data analytics, data science, data, tech

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## Tags

datascience, roadmap, dataanalytics, sql, python

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