Professional Development · IT & Digital · Module 1: ML Foundations and Data

The Machine Learning Workflow: Problem to Prediction

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Understand the end-to-end machine learning workflow — from defining a well-formed problem through data collection, modelling, evaluation, and deployment.

Inhaltsübersicht

  • What Machine Learning Is — and Is Not
  • The ML Workflow: Six Phases from Problem to Production
  • Supervised, Unsupervised, and Reinforcement Learning
  • Tools and Ecosystem: Python, scikit-learn, and Beyond
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