Shaw Talebi Courses

The Hugging Face Transformers Library - Beginner's Guide and Chatbot UI with Gradio

1 rating

Explore the Hugging Face Transformers library for easy, cost-free use of open-source language models. Learn sentiment analysis, summarization, and build a chatbot UI with Gradio.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

AI for Business: A Non-Technical Introduction

1 rating

Explore AI's business value through a non-technical lens. Learn key concepts, practical applications, and five essential rules for leveraging AI effectively in your organization.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Model Context Protocol (MCP) Explained in 20 Minutes

Dive into the Model Context Protocol (MCP), learn how it works, and build your own custom MCP server with Python that connects to Claude Desktop in this practical AI agent tutorial.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Building an Upwork AI Job Dashboard with Python, Cursor, and Streamlit

Discover how to build an Upwork AI job dashboard from scratch using Python, Cursor, and Streamlit in this step-by-step coding demonstration that covers data transformation with LLMs and feature implementation.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

LLM in a Loop: Automating Feedback with Evaluations

Discover how to improve LLM systems through automated feedback loops, with practical examples including an Upwork profile rewriter using OpenAI's Responses API and three types of evaluation methods.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

An Introduction to AI Agents for 2025

Discover the fundamentals of AI agents in this introductory video exploring three levels of agency: LLM with tool use, LLM workflows, and LLM in a loop, providing a foundation for understanding this emerging technology.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

ML Foundations for AI Engineers

Master the essential machine learning foundations needed for AI engineering in this comprehensive 35-minute guide covering ML techniques, deep learning, neural networks, and reinforcement learning.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

PhD Defense - Applied Physics and AI Research

Discover how applied physics meets AI through three innovative research projects in this authentic PhD defense presentation covering light-pupil interactions and advanced algorithms.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

AI Essentials for Entrepreneurs

Discover the core AI concepts entrepreneurs need to build applications, from prompt engineering and RAG to fine-tuning and distillation, all explained in a concise, practical format.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

30 AI Buzzwords Explained For Entrepreneurs

Discover essential AI terminology for entrepreneurs with clear explanations of 30 key concepts from LLMs and prompting to vector databases and reinforcement learning, without technical jargon.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

LLM Workflows: From Automation to AI Agents with Python

Explore the design and implementation of AI agent workflows with Python, from basic automation to building a virtual assistant using OpenAI's Agents SDK, with practical examples and code.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

How to Build a Notion AI Agent

Discover how to build a custom AI agent that integrates with Notion using MCP server and OpenAI's SDK to automate LinkedIn content management in just 18 minutes.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

How to Solve Problems with Text Embeddings and ML

Discover how to leverage text embeddings and machine learning to analyze customer data, featuring a practical ideal customer avatar analysis with real-world implementation examples.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

How I Found My Ideal Customer with AI - ICP Analysis

Discover how to leverage LLMs, embedding models, and traditional ML to identify your ideal customer profile through practical data analysis and feature engineering techniques.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Fine-Tuning LLMs for Tool Use with Example Code

Master fine-tuning Gemma 3 for tool use with Python code examples, from data generation to model evaluation in this hands-on tutorial.

• YouTube
• 26 minutes
• Self-Paced
• Free Video