Fine-Tuning Visualized: Teaching AI to Understand Emotions

Ever wondered what "AI Fine-Tuning" actually looks like mathematically?

We often treat AI as a "black box" that is too complex to understand, but inside, it's just a beautiful blend of geometry and calculus—the foundations of problem-solving.

In this video, we visualize how AI "learns" using just basic high school mathematics. We’ll gain insights into how a pre-trained model adjusts its "weights" to master a new task: specifically, determining if a dog is happy or sad.

We break down the math behind CNNs (Convolutional Neural Networks) and ViTs (Vision Transformers) into intuitive, easy-to-follow animations.

Ready to go deeper? If you want to explore more AI concepts, intuitions, and real-world insights, join us at careerlink.ai.

With Careerlink, you can:

Explore Curated AI Tools: Discover the best tools for students and professionals.

Join Live Circles: Practice real-world AI use cases with a community.

Access Prompt Libraries: Expertly designed prompts to guide your learning.

Build Essential Skills: Future-proof your career with hands-on AI projects.

Important Links:

Website: https://www.careerlink.ai/

Explore AI Tools: https://gps.careerlink.ai/ai-tools

Join Career Circles: https://gps.careerlink.ai/circles

AI Prompt Library: https://gps.careerlink.ai/prompt-library


Music by Vincent Rubinetti

Download the music on Bandcamp:

https://vincerubinetti.bandcamp.com

Stream the music on Spotify:

https://open.spotify.com/artist/2SRhE...

#ArtificialIntelligence #FineTuning #MachineLearning #DeepLearning #ComputerVision #CNN #VisionTransformer #DataScience #NeuralNetworks #AIEducation #CareerLinkAI #TechTutorial #MathBehindAI