[Python in Fabric] 0 · LELI5: Fabric + Python = Easy pipeline? (W4TT special)
If you hate pointless steps or endless instructions, this is your no-BS zone.
🔤 What is Leli5?
Leli5 = LEGO + ELI5 (Explain Like I’m 5).
The recipe? I explain tech and data as if they were LEGO:
Simple Visual Zero gatekeeping tech-speak
Step by step so that you can play and learn at your own pace.
If you see “Leli5” around here, it means: easy explanations, no gatekeeping, everyone builds.
🎯 Context: W4TT
This series was born from my talk at W4TT (Women 4 Tech Talks), where Mar Lizana and I showed, step by step, how to use Python in Microsoft Fabric to build a real data pipeline. Missed it? No stress:
📹 Talk recording
🚀 INTRO: Why LEGO?
Fabric, Python, Kaggle, Notebooks…? Sounds like engineering, but here’s the thing: it’s all like building with LEGOs. Ready-made pieces, flexible instructions, and the focus is on understanding the why, not just memorizing the how.
Missing a piece? No biggie. Building, breaking, rebuilding — that’s all part of learning.
🏗️ Fabric
Your complete LEGO set. Everything pre-sorted, numbered, and ready to go. No hunting across 10 different boxes — just one unified environment.
🔧 Python
The architect’s toolkit. Pieces sorted by color and size, instructions on the side.
The rule? Build whatever you want — no limits.
🏢 Kaggle
The LEGO store for data nerds. This is where the world’s datasets live. You can:
- Browse epic builds from other creators
- Grab datasets (aka your LEGO bricks)
- Ask questions and get help from the community
🖥️ Environment
Your LEGO room. Everything you need to build without distractions: pieces, blueprint, space for creative chaos.
📒 Notebooks
Your magic digital lab notebook. Write, test, fix, see results — all in real time. No digging through 200-page manuals. No guessing. Just do.
🤗 What if you mess up?
Mistakes? That’s just learning in disguise. You can go back, try different approaches, mix and match pieces. We’re all builders here, not critics.
🌟 Who is this for?
- 🧑💻 Anyone migrating to Fabric
- 🐣 Data beginners
- 🐍 Python explorers ready for the next step
- 🎒 Curious minds allergic to boring manuals? You’re in the right place.
🗺️ Roadmap
5 bite-sized blocks (not a 500-page textbook):
- 🆕 First steps and setup
- 🔍 Finding and downloading data
- 🧹 Basic cleaning and editing
- 📊 Visualization and charts
- 💾 Saving and sharing results
🧰 Resource kit and key links 🔗
- 📦 “Wonders of the World” dataset on Kaggle:
Wonders Of World — Locations of some prominent places on Earth
- 🗺️ Complete notebook:
Python_en_Fabric-/NB_W4TT.ipynb
- 📑 Official Fabric documentation:
Microsoft Fabric documentation
- 🚀 Python/Pandas/PySpark docs:
PySpark basics — Azure Databricks
- 📚 Leli5 Glossary (LEGO mode):
👾 Questions, suggestions, curiosity?
Built your first pipeline? Share your wins! Proud of the chaos? Even better — show it off. Post a comment, slide into my DMs, or hit that share button. No judgment, just curiosity. Want another tech term explained LEGO-style? Drop it below and I’ll Leli5 it for you.
Also published on Medium.