Dr. Raj Dandekar (MIT PhD) conducted a 7-hour small language model workshop. This is part 1 of that workshop.

In this, we cover the following four aspects:

1. 00:00 Introduction to SLM
2. 40:15 Dataset loading
3. 53:36 Tokenization
4. 01:24:42 Creating input-output pairs

If you want to get access to the detailed lecture notes, register here: https://vizuara.ai/courses/bui....ld-slm-from-scratch-

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New Claude Code Update is INSANE! (AI Coding Revolution)

Anthropic just released a massive update to Claude Code Desktop that transforms your computer into an autonomous AI coding machine. Discover how it handles everything from live app previews to automated PR merges while streamlining your entire development workflow. Learn why this update is a game-changer for developers and how to start using it today.

00:00 - Intro: The Massive Claude Update
01:04 - Live App Previews & Auto-Fixing
02:07 - Automated Local Code Reviews
02:47 - CI Failure Handling & Auto-Fix
03:26 - PR Monitoring & Auto-Merge
04:21 - Session Mobility Explained
04:48 - The Future of AI Development
06:59 - How to Get Started with Claude Code

If you're prompting Claude Code from scratch every time, you're working way too hard. I was too — until I figured this out.

Claude Code skills are the most underleveraged feature in AI right now. This video walks through the folder workflow — a dead-simple pattern for using AI tools on any kind of work, not just software — and then shows how to turn that workflow into a skill that your AI remembers permanently. Two skills are built from scratch on camera: a weekly meal planner that tracks what your family likes, and a personal people directory that works from anywhere. No templates. No downloads. Just a conversation.

If you've been using ChatGPT, Claude, or any AI tool and feel like you keep re-explaining yourself, this is the video that fixes that. Whether you're a developer looking to level up Claude Code or someone who's never written a line of code but wants AI to actually work for your life — meal planning, meeting notes, contacts, anything — this covers the pattern and the permanence. Especially relevant if you've heard about Claude Code skills but haven't built one yet.

Claude Code VS Code Extension: https://marketplace.visualstud....io.com/items?itemNam

#ClaudeCode #AISkills #AI #Productivity #AICoding
00:00 - Intro
01:13 - Meeting Transcripts
03:46 - Image Processor
04:25 - Meal Planner
05:34 - But ... one-shots?
06:08 - Not with Skills!
07:07 - Now, what is a skill?
07:29 - Let's try it!
08:14 - One more time... huh?
10:13 - A PEEPS Skill
11:06 - Local vs. Global?
12:13 - AI didn't fully listen?
14:28 - And, it's that easy

MIT 15.773 Hands-On Deep Learning Spring 2024
Instructor: Rama Ramakrishnan
View the complete course: https://ocw.mit.edu/courses/15....-773-hands-on-deep-l
YouTube Playlist: https://www.youtube.com/playli....st?list=PLUl4u3cNGP6

Introduction to natural language processing, including vectorization, the bag-of-words model, and includes demonstration in CoLab.

License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at https://ocw.mit.eduSupport OCW at http://ow.ly/a1If50zVRlQ

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(March 29, 2010) Stanford professor Robert Sapolsky gave the opening lecture of the course entitled Human Behavioral Biology and explains the basic premise of the course and how he aims to avoid categorical thinking.

Stanford University
http://www.stanford.edu

Stanford Department of Biology
http://biology.stanford.edu/

Stanford University Channel on YouTube
http://www.youtube.com/stanford

Learn how to talk Machine Learning with the best of them. I demystify the magic of deep learning and explain the buzz words