RT Avi Chawla (@_avichawla)You are in an ML interview.Your interviewer asks: "Why is Kernel Trick called a Trick?"Here's how to answer (with simple maths): ...

Machine Learning Insights - The document shares tutorials and insights on Data Science (DS), Machine Learning (ML), Large Language Models (LLMs), and Retrieval Augmented Generation (RAGs) [1] - The document presents an explanation of "Kernel Trick" in the context of an ML interview question [1] Engagement & Networking - The author encourages readers to reshare the content [1] - The author shares their social media handle for further engagement [1]

Kernel Methods - RBF kernel function 在高维空间计算点积方面表现更优异 [1] - Kernel trick 的复杂度与数据点总数呈二次方关系 [1] Computational Complexity - Kernel trick 在处理大量数据时可能面临计算复杂性挑战 [1]

机器学习面试准备 - 文档模拟机器学习面试场景 [1] - 面试问题聚焦于 Kernel Trick 的本质 [1] Kernel Trick 概念解析 - Kernel Trick 被称为 "Trick" 的原因分析 [1] - 提供 Kernel Trick 的数学解释 [1]