Interpretable Ai: A Hands-On Introduction

Interpretable Ai: A Hands-On Introduction
Released 12/2025
With Soumya Batra
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill level: Advanced | Genre: eLearning | Language: English + subtitle | Duration: 2h 30m 20s | Size: 511 MB​

Explore mechanistic interpretability techniques for examining and steering language model behavior, with practical exercises and hands-on demonstrations.
Course details
Join instructor Soumya Batra as she outlines a practical, skills-focused approach to coding, equipping you with advanced techniques and strategies to peek inside the proverbial "black box" of language models. Through a series of guided exercises and demos, you'll progress from visualizing basic attention patterns to more advanced scenarios such as implementing cutting-edge methods like sparse autoencoders and steering vectors. This course balances theoretical understanding with hands-on experience, giving you an opportunity to apply these techniques immediately to solve real-world AI development challenges.

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