- Course
Introduction to Generative AI vs. Traditional ML
Discover the key differences between traditional machine learning and generative AI. This course will teach you how to evaluate, compare, and choose the right AI approach for your projects.
Beginner
- Course
Introduction to Generative AI vs. Traditional ML
Discover the key differences between traditional machine learning and generative AI. This course will teach you how to evaluate, compare, and choose the right AI approach for your projects.
Beginner
Get started today
Access this course and other top-rated tech content with one of our business plans.
Try this course for free
Access this course and other top-rated tech content with one of our individual plans.
This course is included in the libraries shown below:
- AI
What you'll learn
Understanding the difference between traditional machine learning and generative AI is crucial for making informed decisions about AI implementation.
In this course, Introduction to Generative AI vs. Traditional ML, you’ll learn to evaluate, compare, and choose the best AI approach for your projects.
First, you’ll explore the fundamentals of traditional ML, including supervised, unsupervised, and reinforcement learning.
Next, you’ll discover how generative AI models like transformers, GANs, and diffusion models work and where they excel.
Finally, you’ll learn how to select the right approach based on data availability, business needs, and computational resources.
When you’re finished with this course, you’ll have the skills and knowledge of both traditional ML and generative AI needed to make strategic AI decisions and apply the right technology to your projects effectively.
Introduction to Generative AI vs. Traditional ML
Beginner
Table of contents
I am a developer, and passionate about technology in all kind. That's why I worked on several development areas in the past, and still exploring other technologies and frameworks that catch my interest. Besides engineering, I am interested in design and art. I like building things with small and dynamic teams. Working in startup environment keeps me motivated!