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Machine Learning

Build & Deploy ML Apps

Step-by-step codelabs — build Flask and Streamlit apps from scratch with explained code at each step.

intermediatePython · FlaskDeploy projectCodelab · 3 live
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1

Image Watermarking

Build a Flask app that watermarks uploads — logo overlay or text, with OpenCV

~120 min17 steps

2

Text Extraction from Images

Build a Flask OCR app — upload an image, extract text with Tesseract, display results in the browser

~90 min14 steps

3

Face Detection Streamlit App

Build a Streamlit app that opens your webcam and draws boxes around faces with Haar cascades

~75 min12 steps

Open a lab to follow step-by-step — sample assets only, you write the code.

One rehearsal platform

Certification mocks, daily lessons, project labs, and in-browser drills

Structured for exam day and portfolio proof — timed tests, guided builds, and quick reps on one platform.