Deep learning vs. machine learning: A beginner’s guide.

Coursera Staff. (2025, May 21). Deep learning vs. machine learning: A beginner’s guide. Coursera.

This educational blog post serves as an introductory guide to distinguishing between machine learning and deep learning. The Coursera Staff break down these concepts by explaining that deep learning utilizes neural networks inspired by the human brain. The guide illustrates differences in data requirements and hardware needs. By using relatable examples, the authors clarify when to use traditional ML algorithms versus complex DL architectures. It is designed for students and professionals entering data science.