Introduction to Machine Learning

Duke University offers an intermediate-level course on Coursera called Introduction to Machine Learning. With subjects including logistic regression, neural networks, deep learning, computer vision, natural language processing (NLP), and reinforcement learning, the course offers a solid foundation in machine learning ideas. Through practical exercises with Python and PyTorch, students learn how to create and use machine learning models to address real-world issues in a variety of industries. It can be finished in around three weeks at ten hours a week and consists of six units.

Provider/Creator: Duke University
Platform: Coursera
Category: Machine Learning
Level: Beginner
Duration: ~33 hours
Certificate: Yes (Paid certificate, free audit available)
Rating: 4.7/5
Direct Course Link: Introduction to Machine Learning
Recommended For: Students, data science enthusiasts, software developers, AI practitioners, and professionals with basic programming and mathematics knowledge who want to build a solid foundation in machine learning.