The Machine Learning Engineer Courses

LLMOps: OpenVino Toolkit Quantization 4int LLama 3.2 3B and Inference on CPU

Optimize LLama3.2 3B model with OpenVino Toolkit: Convert to IR format, quantize to 4Int, and perform CPU inference using CoT prompts.

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

LLMOps: OpenVino Toolkit para Quantizar LLama 3.2 3B a 4int e Inferencia en CPU

Convierte y optimiza el modelo LLAMA3.2 3B con OpenVino Toolkit. Aprende a quantizar a 4Int y realizar inferencia en CPU utilizando CoT Prompts.

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

LLMOPS: Training a Small LLM (GPT-2) - Machine Learning and Data Science

Explore training a small LLM (GPT2) locally, understanding challenges and limitations of LLM development for individuals and small teams.

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

LLMOPS: Entrenamiento de un LLM nanoGPT (GPT2) en Español

Aprende a entrenar un LLM nanoGPT en español desde cero, crear datasets personalizados y realizar inferencias localmente utilizando un modelo GPT2 base.

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

LLMOps - Motor de Búsqueda Impulsado por IA con Google y Perplexity

Descubre cómo construir un motor de búsqueda impulsado por IA usando servidores MCP de Google y Perplexity con Streamlit, Azure OpenAI y Docker en un entorno distribuido.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Finance AI - AI Agent with Dual Moving Average Strategy

Discover how to build an intelligent trading agent using the Dual Moving Average Crossover Strategy with LangGraph, Gemini Models, and Yahoo Finance for automated buy/sell signals.

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

LLMOps - Creando Servidores MCP con LLMs - Procesador de Documentos PDF

Aprende a crear servidores MCP con LLMs como Claude para procesar PDFs, aplicar prompts personalizados y acelerar el desarrollo usando protocolo de contexto de modelo.

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

MLOps - Traductor de Videos con IA usando OpenAI Whisper

Aprende a crear un sistema de traducción de videos con IA usando OpenAI Whisper, Transformers y Edge TTS. Traduce contenido de español a inglés de forma local y gratuita.

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

LLMOps - Building MCP with LLMs - PDF Document Processor

Discover how to accelerate MCP server development using Claude LLMs for PDF document processing, analysis, and summarization with complete stdio transport examples.

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

LLMOps - Building an AI-Powered Search Engine with MCP Servers

Discover how to build an AI-powered search engine using MCP servers, Streamlit, and Azure OpenAI in Docker containers for distributed deployment.

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

LLMOps - Creando Aplicaciones con Copilot y MCP Servers en VSCode

Aprende a crear aplicaciones con GitHub Copilot y MCP servers, desarrollando un generador de reportes Neo4j para análisis de eventos y patrones de asistencia usando Python y VSCode.

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

Finance AI - Scanner de Mercados con Anthropic y MCP

Descubre cómo crear un agente inteligente para escanear mercados financieros usando Anthropic y MCP, con análisis técnico avanzado y backtesting de estrategias de trading.

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

Agentic AI - How to Build Agentic Workflows

Discover how AI systems autonomously plan, reflect, and execute complex multi-step tasks through agentic workflows, moving beyond simple prompt-response interactions.

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

Agentic AI - Build a Knowledge Graph with Google ADK and Neo4j

Discover how to build modular AI agent applications that create knowledge graphs using OpenAI, Google ADK, and Neo4j for product-assembly-part-supplier relationships.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Agentic AI - Deep Dive Advanced Reasoning Techniques with LLMs Using Chain-of-Thought and ReAct

Explore advanced AI reasoning with Chain-of-Thought and ReAct patterns through a sophisticated trip planner that demonstrates multi-agent collaboration and iterative self-correction.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video