Shaw Talebi - Videos
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Youβre not behind (yet): What AI leaders need to know in 2026
π€ Work with me: https://aibuilder.academy/yt/SZIDsKDBq2c π Ship AI apps in weeks, not months: https://aibuilder.academy/courses/yt/SZIDsKDBq2c Business leaders are being pressured to do "something...
![How I Automated My Work with Claude Code [No Coding Required]](https://i.ytimg.com/vi/XLilQNKy7mk/mqdefault.jpg)
How I Automated My Work with Claude Code [No Coding Required]
π€ Work with me: https://aibuilder.academy/yt/XLilQNKy7mk π Ship AI apps in weeks, not months: https://aibuilder.academy/courses/yt/XLilQNKy7mk Claude Code is slowly automating all my (non-coding) ...
![Claude Code Explained in 47 Minutes [Complete Course]](https://i.ytimg.com/vi/wtOnAZUdP0A/mqdefault.jpg)
Claude Code Explained in 47 Minutes [Complete Course]
π€ Work with me: https://aibuilder.academy/yt/wtOnAZUdP0A π Ship AI apps in weeks, not months: https://aibuilder.academy/courses/yt/wtOnAZUdP0A Claude Code is an AI agent that can code. In this vid...
Claude Subagents vs Agent Teams: Whatβs the difference?
π€ Work with me: https://aibuilder.academy/yt/jT1rg3TBf-I π Ship AI apps in weeks, not months: https://aibuilder.academy/courses/yt/jT1rg3TBf-I Claude Code recently released so-called Agent Teams. ...
Multi-agent Systems Explained in 17 Minutes
π€ Work with me: https://aibuilder.academy/yt/Mi5wOpAgixw π Ship AI apps in weeks, not months: https://aibuilder.academy/courses/yt/Mi5wOpAgixw AI agents have revolutionized how we use and build LL...
30 AI Buzzwords Explained in 30 min (for Busy Leaders)
π Get the (free) 100 AI Terms Guide: https://100aiterms.com/ π€ Work with me: https://aibuilder.academy/yt/5R8flBwcE5w AI is forcing businesses to rethink how they work. However, navigating the tec...
How to Fine-tune LLMs with RLVR (OpenAIβs RFT API)
π€ Work with me: https://aibuilder.academy/yt/k-94oCJ_WJo π Ship AI apps in weeks, not months: https://aibuilder.academy/courses/yt/k-94oCJ_WJo This is the 3rd video in a larger series on reinforce...
Reinforcement Learning with LLMs: a new era of AI agents
π€ Work with me: https://aibuilder.academy/yt/slJqu3N16Xc π Ship AI apps in weeks, not months: https://aibuilder.academy/courses/yt/slJqu3N16Xc This is the 2nd video in a larger series on reinforce...
Reinforcement Learning: A (practical) introduction
π€ Work with me: https://aibuilder.academy/yt/3vFISl7qMFI π Ship AI apps in weeks, not months: https://aibuilder.academy/courses/yt/3vFISl7qMFI This is the 1st video in a larger series on reinforce...
How to Build a Python Tutor with Claude Code (Output Styles)
π€ Work with me: https://aibuilder.academy/yt/8FpZT6-h8wY π Ship AI apps in weeks, not months: https://aibuilder.academy/courses/yt/8FpZT6-h8wY Claude Code isn't just a coding agent. It's a general...
Agent Skills vs MCP: Whatβs the difference?
π€ Work with me: https://aibuilder.academy/yt/6wdvSH61xGw π Ship AI apps in weeks, not months: https://aibuilder.academy/courses/yt/6wdvSH61xGw Skills and MCP give us ways to customize agents with ...
How to Build RAG Systems (in the real world)
π€ Work with me: https://aibuilder.academy/yt/2peE6mwoiXs π Ship AI apps in weeks, not months: https://aibuilder.academy/courses/yt/2peE6mwoiXs Although RAG is a powerful technique for valuable AI ...
Claude Skills Explained in 23 Minutes
π€ Work with me: https://aibuilder.academy/yt/vEvytl7wrGM π Ship AI apps in weeks, not months: https://aibuilder.academy/courses/yt/vEvytl7wrGM With existing features like MCP and subagents, it mig...
5 Mistakes AI Builders Make (and how to avoid them)
π€ Work with me: https://aibuilder.academy/yt/_tFXHsNKWS8 π Ship AI apps in weeks, not months: https://aibuilder.academy/courses/yt/_tFXHsNKWS8 Although itβs easier than ever to spin up AI apps, it...
How I Code with Python, Cursor, and Claude Code
π€ Work with me: https://aibuilder.academy/yt/889wd07LcFs π Ship AI apps in weeks, not months: https://aibuilder.academy/courses/yt/889wd07LcFs With all of today's AI coding tools, it's easy to fee...
5 AI Agents You Can Build This Weekend (beginner to advanced)
π€ Work with me: https://aibuilder.academy/yt/1pQ_JNItjdo π Ship AI apps in weeks, not months: https://aibuilder.academy/courses/yt/1pQ_JNItjdo AI agents combine LLMs and tools to solve real-world ...
3 Years of AI in 32 Minutes (chatbots to agents)
π€ Work with me: https://aibuilder.academy/yt/xTezHGeDyPM π Ship AI apps in weeks, not months: https://aibuilder.academy/courses/yt/xTezHGeDyPM Over the past few years, AI has evolved at an overwhe...
How to Monetize Your AI Skills (outside a 9β5)
π€ Work with me: https://aibuilder.academy/yt/G72pJMcYBns π Ship AI apps in weeks, not months: https://aibuilder.academy/courses/yt/G72pJMcYBns A side hustle mitigates the risks of having a single ...
How to Build a Remote MCP Server (with Auth)
π€ Work with me: https://aibuilder.academy/yt/XEMZniYKuaY π Ship AI apps in weeks, not months: https://aibuilder.academy/courses/yt/XEMZniYKuaY MCP lets you connect tools to your favorite AI apps. ...
30 AI Engineering Terms Explained (in Plain English)
π Get the (free) 100 AI Terms Guide: https://100aiterms.com/ π€ Work with me: https://aibuilder.academy/yt/rTkm1eY0ezU Here I review the most common AI buzzwords used these days and explain them in...
How to Code 10X Faster Using AI (without theΒ chaos)
π€ Work with me: https://aibuilder.academy/yt/PCLu84VLF1w π Ship AI apps in weeks, not months: https://aibuilder.academy/courses/yt/PCLu84VLF1w The most impactful AI use case today is using it to c...
How to Build (Custom) AI Agents with MCP
π€ Work with me: https://aibuilder.academy/yt/w-Ml3NivoFo π Ship AI apps in weeks, not months: https://aibuilder.academy/courses/yt/w-Ml3NivoFo MCP is an easy way to give LLMs tools and context. He...
What I Learned Launching an AI SaaS (in 30 days)
π The SaaS: https://ghstwriter.com/ π€ Work with me: https://aibuilder.academy/yt/i6yd-mezhro π Ship AI apps in weeks, not months: https://aibuilder.academy/courses/yt/i6yd-mezhro I launched my 2nd...
How to Deploy AI Apps with Streamlit, Docker, and Hugging Face
π€ Work with me: https://aibuilder.academy/yt/Sx_MwcBQGOg π Ship AI apps in weeks, not months: https://aibuilder.academy/courses/yt/Sx_MwcBQGOg Most AI projects never make it out of the laptop. Her...
7 Skills I Had to Learn to Make $100k/yr (as a technical founder)
π€ Work with me: https://www.shawhintalebi.com π Ship AI apps in weeks, not months: https://aibuilder.academy/yt/PWpNWGBKr5A Tech skills (alone) aren't enough to build a sustainable business. Here,...
Exposing My AI SaaS Tech Stack (so you can copy me)
π My 1st app: https://y2b.io/ | 2nd app: https://ghstwriter.com/ π€ Work with me: https://www.shawhintalebi.com π Ship AI apps in weeks, not months: https://aibuilder.academy/yt/f7mzI0NVjP8 While i...
uv: The Fastest Way to Install (and Use) Python
π€ Work with me: https://www.shawhintalebi.com π Ship AI apps in weeks, not months: https://aibuilder.academy/ uv is a simple (and fast) way to manage your Python projects. In this video, I walk th...
GitHub for AI Engineers (beginner-friendly guide)
π€ Work with me: https://www.shawhintalebi.com π Ship AI apps in weeks, not months: https://aibuilder.academy/ Getting started with GitHub can be overwhelming. In this video, I break down the basic...
Context Engineering Explained (5 Practical Tips)
π€ Work with me: https://www.shawhintalebi.com π Ship AI apps in weeks, not months: https://aibuilder.academy/ The best way to get good outputs from an LLM is by giving it the right inputs. This is...
How to Solve Problems with AI (not just use it)
π€ Work with me: https://www.shawhintalebi.com π Ship AI apps in weeks, not months (on your schedule): https://aibuilder.academy/ Most AI projects fail because they are grounded in hype rather than...
Fine-tuning LLMs for Tool Use (w/ Example Code)
π€ Work with me: https://www.shawhintalebi.com Here, I discuss how to fine-tune gemma-3-1b-it to use tools. I review how this works conceptually, then walk through a concrete example with Python co...
How I Found My Ideal Customer with AI (ICP Analysis)
π‘ Get 30 (free) AI project ideas: https://30aiprojects.com/ Here, I share how I used LLMs, an embedding model, and traditional ML to craft the ideal customer profile (ICP) for my AI cohorts. Examp...
How to Solve Problems with Text Embeddings and ML (Dallas AI - Summer School 2025)
π‘ Get 30 (free) AI project ideas: https://30aiprojects.com/ My session on solving problems with embeddings and ML from Dallas AI's 2025 Summer School. Here, I explain text embeddings and then use ...
How to Build Your 1st MCP Server with Python (AgentCon Dallas - 2025)
π‘ Get 30 (free) AI project ideas: https://30aiprojects.com/ My session on building an MCP server from AgentCon Dallas 2025. Here, I explain MCP and then build a custom YouTube MCP server with Pyth...
How to Build a Notion AI Agent (in 18 minutes)
π‘ Get 30 (free) AI project ideas: https://30aiprojects.com/ Notion has become the central hub of my business activities. Here, I show how I used their official MCP server and OpenAI's Agents SDK t...
How to Improve AI Apps with (Automated) Evals
π‘ Get 30 (free) AI project ideas: https://30aiprojects.com/ Although LLMs can perform arbitrary tasks, evaluating the quality of open-ended tasks is something that typically requires human evaluat...
How to Improve LLM Apps with ErrorΒ Analysis
π‘ Get 30 (free) AI project ideas: https://30aiprojects.com/ Building software on top of LLMs can feel more like praying to the AI gods than engineering. In this video, I discuss how error analysis...
Your LLM Prompts Suck... here's how to fix them.
π‘ Get 30 (free) AI project ideas: https://30aiprojects.com/ Writing better prompts is often the best way to improve an LLM system. Here, I review 5 best practices for getting LLMs to do what you w...
![My PhD Defense [Applied Physics and AI Research]](https://i.ytimg.com/vi/nSH2vZjb2TA/mqdefault.jpg)
My PhD Defense [Applied Physics and AI Research]
π‘ Get 30 (free) AI project ideas: https://30aiprojects.com/ Here's my final PhD defense. While it's embarrassing to see myself stumble through this π , I hope some grad student out there finds it h...
30 AI Buzzwords Explained (in 22 Minutes)
π‘ Get 30 (free) AI project ideas: https://30aiprojects.com/ It's easy to get lost in a swamp of AI buzzwords and technical jargon. In this video, I explain the most essential terms entrepreneurs n...
AI Essentials for Entrepreneurs (in 17 Minutes)
π‘ Get 30 (free) AI project ideas: https://30aiprojects.com/ The overload of AI information today leaves even experienced builders lost and confused. In this video, I review the essentials you need...
ML Foundations for AI Engineers (in 34 Minutes)
30 AI Projects You Can Build This Weekend: https://the-data-entrepreneurs.kit.com/30-ai-projects Modern AI is built on ML. Although builders can go far without understanding its details, they inev...
How I (Vibe) Code with Cursor + Python
30 AI Projects You Can Build This Weekend: https://the-data-entrepreneurs.kit.com/30-ai-projects Here, I build an Upwork AI job dashboard from scratch using Python, Cursor, and Streamlit. π» Code:...
Model Context Protocol (MCP) Explained in 20 Minutes
30 AI Projects You Can Build This Weekend: https://the-data-entrepreneurs.kit.com/30-ai-projects This is the 5th video in a series on AI agents. Here, I discuss the model context protocol (MCP), t...
LLM in a Loop: Automate feedback with evals
30 AI Projects You Can Build This Weekend: https://the-data-entrepreneurs.kit.com/30-ai-projects This is the 4th video in a series on AI agents. Here, I discuss how to improve LLM systems with aut...
LLM Workflows: From Automation to AI Agents (with Python)
30 AI Projects You Can Build This Weekend: https://the-data-entrepreneurs.kit.com/30-ai-projects This is the 3rd video in a series on AI agents. Here, I discuss how to design agentic workflows and...
How to Improve LLMs with Tools (ft. OpenAI Agents SDK)
30 AI Projects You Can Build This Weekend: https://the-data-entrepreneurs.kit.com/30-ai-projects This is the 2nd video in a series on AI agents. I discuss how LLMs can perform actions via tools an...
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. π° Blog: https://medium.c...