Johns Hopkins University
Advanced Methods in Machine Learning Applications
Johns Hopkins University

Advanced Methods in Machine Learning Applications

Erhan Guven

Instructor: Erhan Guven

Access provided by Samsung Research, Bangalore

Intermediate level

Recommended experience

Flexible schedule
Learn at your own pace
Intermediate level

Recommended experience

Flexible schedule
Learn at your own pace

What you'll learn

  • Understand and apply ensemble methods to improve model accuracy and robustness by combining multiple learning algorithms.

  • Explore advanced regression techniques for predicting continuous outcomes and modeling complex relationships in data.

  • Apply unsupervised learning algorithms for clustering, dimensionality reduction, and pattern recognition in unlabeled data.

  • Understand and implement reinforcement learning techniques and apriori analysis for decision-making and association rule mining.

Details to know

Shareable certificate

Add to your LinkedIn profile

Taught in English

See how employees at top companies are mastering in-demand skills

 logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

Build your subject-matter expertise

This course is part of the Applied Machine Learning Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Explore more from Data Science