AI Engineer Courses

How to Build the World's Fastest Voice Bot

Discover how to build ultra-fast voice AI bots with 500ms response times using self-hosted speech processing, WebRTC routing, and optimized pipeline configurations for minimal latency.

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

Building an AI Assistant That Makes Phone Calls

Discover how to build an AI assistant that makes phone calls using Convex vector database, Google Cloud speech-to-text, GPT-4, Twilio, and audio streaming technologies.

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

LLM Quality Optimization Bootcamp - Fine-Tuning Open Source Models for Cost-Effective GenAI

Master fine-tuning open source models like Llama 3 for specialized tasks, achieving 60x cost reduction while matching proprietary model quality through dataset curation and production deployment.

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

Building Security Around ML - Adversarial Machine Learning Defense Strategies

Discover why adversarial ML attacks still outpace defenses after a decade and learn practical strategies to protect neural networks and multimodal LLMs from imperceptible input manipulations.

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

GitHub's AI Powered Security Platform - Advanced Security Features and GenAI Integration

Discover how GitHub integrates GenAI into Advanced Security features like code scanning, secret scanning, and supply chain security to enhance development workflows.

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

Insights from Snorkel AI Running Azure AI Infrastructure

Discover how Snorkel AI leverages Azure's NVIDIA GPU infrastructure for scalable ML experiments, from small projects to large distributed jobs with reliable monitoring.

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

Building LLM-Based Apps with Llama 3 at 1,000 Tokens per Second on the SambaNova AI Platform

Master building high-speed LLM apps with Llama-3 at 1,000 tokens/second using SambaNova's AI platform, LangChain, and RAG for enterprise question-answering systems.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

GitHub Copilot - The World's Most Widely Adopted AI Developer Tool

Explore GitHub Copilot's capabilities from code generation to bug fixes, unit testing, and AI-powered conversations in this hands-on workshop using GitHub Codespaces.

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

How to Add Secure Code Interpreting in Your AI App

Master secure AI code execution integration using E2B's Code Interpreter SDK with Next.js, enabling LLMs to run code safely for data dashboards, generative UI, and coding agents.

• YouTube
• 1 hour 48 minutes
• Self-Paced
• Free Video

Multi-Model Multimodal and Multi-Agent Innovations in Azure AI

Explore GPT-4, multi-modality, and Azure AI innovations with interactive demos showcasing sight-language integration, developer tools, and responsible AI practices for scalable applications.

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

Build, Evaluate and Deploy a RAG-Based Retail Copilot with Azure AI

Master building production-ready RAG copilots using Azure AI Studio and Prompt flow, from ideation through evaluation to deployment with LLM Ops best practices.

• YouTube
• 1 hour 58 minutes
• Self-Paced
• Free Video

Creating and Scaling Your Own Custom Copilots with Azure AI Studio

Discover how to build complex multi-agent copilot solutions using Azure AI Studio and Promptflow, moving beyond simple RAG to scalable AI systems with debugging tools and security measures.

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

Accelerate Your AI Journey with Azure AI Model Catalog

Discover how Azure AI model catalog streamlines LLM deployment with enterprise security, featuring live demos of Mistral, Phi3 & Llama3 plus real-world innovation examples.

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

AI Templates - Building and Deploying Generative AI Solutions with Microsoft Azure and GitHub

Discover how to rapidly prototype and deploy generative AI applications using Microsoft Azure AI templates and GitHub Codespaces for startups with limited resources.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Scaling AI in Education - A Khanmigo Case Study

Explore Khan Academy's transformation into an AI-first organization through Khanmigo development, covering strategic partnerships, cultural shifts, and real classroom impact.

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