Machine Learning with Small Data Part 1

Software > Computer Software > Educational Software Northeastern University

Course Overview

What You'll Learn

  • This course addresses the challenge of machine learning (ML) in the context of small datasets, a significant issue due to ML's increasing data demands.
  • As big data becomes standard, efficiently learning from smaller datasets is crucial.
  • This course, ideal for graduate students with some ML experience, focuses on modern deep learning techniques for small data applications relevant in healthcare, military, and various industry sectors.

This course addresses the challenge of machine learning (ML) in the context of small datasets, a significant issue due to ML's increasing data demands. Despite ML's success in various fields, many areas can't provide large labeled datasets because of costs, privacy, or security laws. As big data becomes standard, efficiently learning from smaller datasets is crucial. This course, ideal for graduate students with some ML experience, focuses on modern deep learning techniques for small data applications relevant in healthcare, military, and various industry sectors. Prerequisites include ML familiarity and Python proficiency. Deep learning experience is not necessary but beneficial.

Course FAQs

Is this an accredited online course?

Accreditation for 'Machine Learning with Small Data Part 1' is determined by the provider, Northeastern University. For online college courses or degree programs, we strongly recommend you verify the accreditation status directly on the provider's website to ensure it meets your requirements.

Can this course be used for continuing education credits?

Many of the courses listed on our platform are suitable for professional continuing education. However, acceptance for credit varies by state and licensing board. Please confirm with your board and {course.provider} that this specific course qualifies.

How do I enroll in this online school program?

To enroll, click the 'ENROLL NOW' button on this page. You will be taken to the official page for 'Machine Learning with Small Data Part 1' on the Northeastern University online class platform, where you can complete your registration.