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Starts 7 June 2025 01:16

Ends 7 June 2025

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California Institute of Technology

Learning From Data (Introductory Machine Learning)

Embark on a journey to unlock the mysteries of machine learning with this introductory course offered by the prestigious California Institute of Technology and made available through edX. Delve into the foundational aspects of machine learning, including basic theory, algorithms, and a wealth of applications across various domains such as Big Data,.
California Institute of Technology via edX

California Institute of Technology

2 Courses


The California Institute of Technology (Caltech) is one of the leading research institutions globally, highly recognized for its exceptional faculty, innovative research, and highly rated academic programs.

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Overview

Embark on a journey to unlock the mysteries of machine learning with this introductory course offered by the prestigious California Institute of Technology and made available through edX. Delve into the foundational aspects of machine learning, including basic theory, algorithms, and a wealth of applications across various domains such as Big Data, finance, healthcare, and more.

This course is designed to illuminate the pathway for computational systems to autonomously learn and execute tasks by gleaning insights from data, a capability that positions machine learning at the forefront of technological advancement and research today.

With an ideal blend of theoretical knowledge and practical know-how, this course promises a comprehensive learning experience. The curriculum is structured to unfold like a narrative, covering essential topics that include:

  • The essence of learning
  • The concept of machine learning
  • Methodologies for machine learning
  • Optimization of machine learning processes
  • Key takeaways for real-world application

As the demand for skilled professionals in the field of machine learning continues to surge, acquiring knowledge through this course could be your stepping stone to a career as a data scientist or quantitative analyst.

Explore the depths of artificial intelligence and machine learning through this introductory course, which is categorized under Artificial Intelligence Courses, Machine Learning Courses, and Introduction to Machine Learning Courses on edX.


Taught by

Yaser Abu-Mostafa


Subjects

united states