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Practical Machine Learning for AI: Foundational Skills and Experiments

Cardiff University via FutureLearn

FutureLearn based on 89 ratings

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Overview

Explore AI with Machine Learning Unlock the potential of machine learning and take your first steps towards mastering this revolutionary technology. Enrol in this course to uncover its fundamental principles, understand ethical considerations, and gain practical skills that set you apart in the field of artificial intelligence. Discover the principles of machine learning fundamentals Machine learning is at the core of todays AI advancements, influencing technologies, such as self-driving cars and search engines. Youll learn what it is, how it...

Syllabus

Machine learning fundamentals
  • Welcome to Practical Machine Learning for AI
  • Introduction to machine learning
  • Machine learning pipelines
  • Summary of week 1
Welcome to Practical Machine Learning for AI
  • Welcome to Practical Machine Learning for AI
Introduction to machine learning
  • Introduction to machine learning
Machine learning pipelines
  • Machine learning pipelines
Summary of week 1
  • Summary of week 1
Basic data preprocessing
  • Machine learning approaches
  • Ethics and Bias
  • Machine learning platforms
  • Summary of week 2
Machine learning approaches
  • Machine learning approaches
Ethics and Bias
  • Ethics and Bias
Machine learning platforms
  • Machine learning platforms
Summary of week 2
  • Summary of week 2


Practical Machine Learning for AI: Foundational Skills and Experiments
Go to Class

Cardiff University via FutureLearn

3 hours

$109.00 Certificate Available

English

On-Demand

Instructor

Cardiff University

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