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Codecademy

Build a Machine Learning Pipeline

via Codecademy

Overview

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This course teaches you how to build efficient and reproducible machine learning (ML) pipelines. ML pipelines simplify complex workflows, making them easier to interpret, scale, and deploy. You’ll walk through the key stages of creating production-grade pipelines for your ML projects, using `scikit-learn` to ensure optimal performance and reliability.

Syllabus

  • Machine Learning Pipelines: Learn how to create machine learning workflows and build machine learning pipelines!
    • Informational: Welcome to Building Machine Learning Pipelines!
    • Article: Machine Learning Workflows
    • Lesson: Machine Learning Pipelines
    • Quiz: Building ML Pipelines
    • Project: Building ML Pipelines
    • Informational: Next Steps

Taught by

Nitya Mandyam

Reviews

4.1 rating at Codecademy based on 59 ratings

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