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Machine LearningBeginner2h

Machine Learning Fundamentals

Learn supervised and unsupervised learning, model evaluation, and scikit-learn pipelines.

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4.8·Taught by Nexxa Admin

What you'll learn

  • Frame supervised and unsupervised problems from raw data
  • Train, tune, and evaluate models with scikit-learn
  • Diagnose bias, variance, and data leakage in practice
  • Ship a model behind a simple prediction API

Course curriculum

6 lessons
  1. 01

    Orientation & environment setup

    14:00

  2. 02

    Core concepts of Machine Learning

    38:00

  3. 03

    Working with real datasets

    46:00

  4. 04

    Building your first pipeline

    52:00

  5. 05

    Evaluation and iteration

    41:00

  6. 06

    Shipping to production

    33:00

NA

Your instructor

Nexxa Admin

Practitioner teaching Machine Learning from real production work.