Account
Account

CaltechX: Learning From Data (Introductory Machine Learning)

46,00 €

Introductory Machine Learning course covering theory, algorithms and applications. Our focus is on real understanding, not just “knowing.”

Categories ,

46,00 €

Introductory Machine Learning course covering theory, algorithms and applications. Our focus is on real understanding, not just “knowing.”

Categories ,

Discover the Course

About this course

This introductory computer science course in machine learning will cover basic theory, algorithms, and applications. Machine learning is a key technology in Big Data, and in many financial, medical, commercial, and scientific applications. It enables computational systems to automatically learn how to perform a desired task based on information extracted from the data. Machine learning has become one of the hottest fields of study today and the demand for jobs is only expected to increase. Gaining skills in this field will get you one step closer to becoming a data scientist or quantitative analyst.

This course balances theory and practice, and covers the mathematical as well as the heuristic aspects. The lectures follow each other in a story-like fashion:

  • What is learning?
  • Can a machine learn?
  • How to do it?
  • How to do it well?
  • Take-home lessons.

At a glance

  • Institution: CaltechX
  • Subject: Computer Science
  • Level: Introductory
  • Prerequisites:

    Basic probability, matrices, and calculus. Familiarity with some programming language or platform will help with the homework.

  • Language: English
  • Video Transcripts: English, Português
  • Associated skills:Computer Science, Algorithms, Big Data, Data Science, Machine Learning

What you’ll learn

  • Identify basic theoretical principles, algorithms, and applications of Machine Learning
  • Elaborate on the connections between theory and practice in Machine Learning
  • Master the mathematical and heuristic aspects of Machine Learning and their applications to real world situations

Course Overview

Wide Choice

Explore expert-led technical, leadership & personal growth courses.

Customized Learning

AI-powered recommendations so you follow what fits your goals.

Certifiable Skils

Earn recognized certificates to showcase your progress.

Practical Impact

Gain immediately usable knowledge you can apply at work or life.

Progress Tracking

Track your growth every course, see how far you’ve come.

Career & Personal Growth

Advance professionally while growing personally.

FAQ

What makes ClearTech different?

We combine wide course variety, AI-driven personalization, and practical content so you learn what matters, efficiently.

Yes, every completed course grants you a certificate to validate your achievements.

They range from beginner to advanced. No matter your level, there’s a fit to help you grow.

Our platform uses AI to analyze your progress and suggest courses tailored to your goals.

ClearTech provides progress tracking tools so you can monitor learning achievements as you complete courses.

Yes, once you enroll, you can access your courses online and start right away.

Related Products