============================================================ Our live courses starting from January 2025 (taught by IITians and MIT PhDs): https://vizuara.ai/spit/ ============================================================ In this video, you will learn about Contrastive Learning: a key methodology for creating embedding models In particular, we will learn about the following topics: (1) What are embedding models? (2) What is contrastive learning? (3) Contrastive learning training objective (4) Contrastive learning loss functions References: Blog post 1: https://www.v7labs.com/blog/contrastive-learning-guide Blog post 2: https://lilianweng.github.io/posts/2021-05-31-contrastive/ Contrastive learning 2005 paper: https://ieeexplore.ieee.org/document/1467314 ============================================================ (1) Hands on LLM playlist link (this video belongs to this playlist): https://www.youtube.com/playlist?list=PLPTV0NXA_ZShwsiq5QdMwED8i5gg5qEGA (2) LLM from scratch playlist link: https://www.youtube.com/playlist?list=PLPTV0NXA_ZSgsLAr8YCgCwhPIJNNtexWu (3) Build Neural Networks from scratch playlist link: https://www.youtube.com/playlist?list=PLPTV0NXA_ZSj6tNyn_UadmUeU3Q3oR-hu (4) ML Teach by Doing playlist link: https://www.youtube.com/playlist?list=PLPTV0NXA_ZSi-nLQ4XV2Mds8Z7bihK68L Register for our live course starting from January 2025: https://vizuara.ai/spit/ ============================================================ ✉️ Join our FREE Newsletter: https://www.vizuaranewsletter.com/