Shaw Talebi - Videos
Back to Channel
An Introduction to AI Agents (for 2025)
30 AI Projects You Can Build This Weekend: https://the-data-entrepreneurs.kit.com/30-ai-projects This is the 1st video in a series on AI agents. Here, I discuss the essential features of agents an...
My First $10,000 Month (as an entrepreneur)
Free events for data entrepreneurs: https://lu.ma/tde Here, I share my journey to my first $10k as an entrepreneur, break down my revenue sources, and reflect on key lessons learned along the way....
How to Evaluate (and Improve) Your LLM Apps
30 AI Projects You Can Build This Weekend: https://the-data-entrepreneurs.kit.com/30-ai-projects Here, I discuss 3 types of evals and how to use them to improve LLM apps. 📰 Blog: https://medium.c...
5 AI Projects For People in a Hurry (w/ Python)
30 AI Projects You Can Build This Weekend: https://the-data-entrepreneurs.kit.com/30-ai-projects Here, I share 5 AI projects you can build in an hour (or less) at three levels of sophistication. F...
Fine-tuning LLMs on Human Feedback (RLHF + DPO)
30 AI Projects You Can Build This Weekend: https://the-data-entrepreneurs.kit.com/30-ai-projects Here, I discuss how to use reinforcement learning to fine-tune LLMs on human feedback (i.e. RLHF) a...
How to Train LLMs to "Think" (o1 & DeepSeek-R1)
30 AI Projects You Can Build This Weekend: https://the-data-entrepreneurs.kit.com/30-ai-projects Here, I discuss the technical details behind the recent “advanced reasoning” models trained on larg...
I Fine-tuned FLUX.1 on My Face (and how you can too)
30 AI Projects You Can Build This Weekend: https://the-data-entrepreneurs.kit.com/30-ai-projects Here, I share a simple way to fine-tune FLUX.1 using Python and Replicate's API. 📰 Read more: http...
How to Build Customer Segments with AI (Real-World Use Case)
30 AI Projects You Can Build This Weekend: https://the-data-entrepreneurs.kit.com/30-ai-projects Here, I share a real-world case study using OpenAI's API to create customer segments from unstructu...
Fine-tuning Multimodal Embeddings on Custom Text-Image Pairs
30 AI Projects You Can Build This Weekend: https://the-data-entrepreneurs.kit.com/30-ai-projects In this video, I walk through how to fine-tune CLIP on my YouTube titles and thumbnails using the S...
Fine-Tuning Text Embeddings For Domain-specific Search (w/ Python)
30 AI Projects You Can Build This Weekend: https://the-data-entrepreneurs.kit.com/30-ai-projects In this video, I walk through how to fine-tune a text embedding model for domain adaptation using t...
My AI Development Setup (From Scratch)
30 AI Projects You Can Build This Weekend: https://the-data-entrepreneurs.kit.com/30-ai-projects Here, I walk through the complete setup of my AI development environment on my new laptop (16" MacB...
