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Machine Learning Foundations

Machine Learning Foundations is a advanced-level data science course with four structured modules, practical demos, and downloadable-style video lessons designed for self-paced lea...

0 students Advanced level 12 lessons
Created by Emily Watson
Last updated 6/2026 English
Free
Enroll now

This course includes:

  • 2h 32m on-demand video
  • 12 lessons
  • 4 sections
  • Access on mobile and desktop
  • Free course

What you'll learn

  • Understand the core concepts covered in Machine Learning Foundations
  • Apply practical skills through guided video lessons
  • Build confidence with real-world Data Science examples
  • Complete hands-on exercises across four structured modules
  • Learn professional workflows used by industry practitioners
  • Prepare for the next step in your learning journey

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Course content

4 sections • 12 lectures • 2h 32m total length

  • Machine Learning Foundations: Course Overview and Learning Goals Preview
    6min
  • Machine Learning Foundations: Tools, Setup, and Environment
    17min
  • Machine Learning Foundations: Core Terminology Explained
    12min
  • Machine Learning Foundations: Essential Principles Step by Step
    8min
  • Machine Learning Foundations: Guided Walkthrough with Examples
    14min
  • Machine Learning Foundations: Common Mistakes and How to Fix Them
    16min
  • Machine Learning Foundations: Building Your First Mini Project
    9min
  • Machine Learning Foundations: Project Review and Refactoring
    13min
  • Machine Learning Foundations: Adding Real-world Features
    18min
  • Machine Learning Foundations: Performance and Best Practices
    16min
  • Machine Learning Foundations: Professional Workflow Tips
    8min
  • Machine Learning Foundations: Final Project and Course Summary
    15min

Requirements

  • Basic familiarity with the subject area is recommended
  • Access to a laptop, computer, or mobile phone
  • Stable internet connection for video lessons

Description

Machine Learning Foundations is a advanced-level data science course with four structured modules, practical demos, and downloadable-style video lessons designed for self-paced learning.

Free
Enroll now

This course includes:

  • 2h 32m on-demand video
  • 12 lessons
  • 4 sections
  • Access on mobile and desktop
  • Free course