The Machine Learning Engineer Courses

Google ML and AI - How to Use OpenAPI Tools with Google ADK Agents

2 ratings

Discover how to build conversational assistants using Google Agent Development Kit with OpenAPI tools to query SQL databases through natural language interactions.

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

Azure ML: Python SDK v2 - Creating Machine Learning Applications

1 rating

Develop ML applications using Azure Machine Learning Studio Python SDK v2. Train models and publish to Azure ML model repository.

• YouTube
• 1 hour 4 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

Langchain: Integrating ElasticSearch Vector Store and RAG with Gemini

Explora la integración de Langchain con ElasticSearch y aprende a implementar aplicaciones RAG utilizando Gemini como modelo base y ElasticSearch como almacén de vectores.

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

NVIDIA DALI Data Loading Library for Deep Learning Applications

Explore NVIDIA DALI, a GPU-accelerated library for efficient data loading and pre-processing in deep learning applications, enhancing image, video, and audio processing workflows.

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

Nvidia DALI Data Loading Library for Deep Learning Applications

Descubre la librería DALI de NVIDIA: optimiza la carga y preprocesamiento de datos para deep learning, acelerando aplicaciones con procesamiento GPU de imágenes, video y audio.

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

Langchain: Integration of ElasticSearch Vector Store and RAG with Gemini

Explore integrating Langchain with ElasticSearch for RAG applications, using ElasticSearch as a vector store and retrieval component with Gemini.

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

NVIDIA TAO Toolkit: Training, Adapting, and Optimizing AI Models

Master NVIDIA's TAO toolkit for efficient AI model training - learn to customize pre-trained vision models, fine-tune without coding, and deploy optimized ONNX models across platforms.

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

NVIDIA TAO Toolkit: Training, Adapting, and Optimizing AI Models - Spanish

Descubre cómo utilizar NVIDIA TAO, un toolkit de IA que simplifica el entrenamiento de modelos con TensorFlow y PyTorch, permitiendo personalizar modelos preentrenados sin necesidad de programación.

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

Extracting Structured Information from PDFs with LangChain and Gemini Pro

Explore techniques for extracting structured data from PDFs using LangChain, Gemini Pro 1.5, and Pydantic. Learn to leverage machine learning for efficient information retrieval and processing.

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

Extracción de Información Estructurada de PDF con LangChain y Gemini Pro

Descubre cómo extraer información estructurada de PDFs utilizando LangChain, Gemini Pro 1.5 y Pydantic. Aprende técnicas avanzadas de procesamiento de documentos para mejorar tus habilidades en machine learning.

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

GraphRAG: Visualizing Knowledge Graphs in Neo4J for Data Science and Machine Learning

Explore knowledge graph visualization in Neo4J using GraphRAG, enhancing your data science and machine learning skills with practical insights.

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

RAG: GraphRAG - Visualización del Knowledge Graph en Neo4J

Descubre cómo cargar y visualizar un Knowledge Graph creado con GraphRAG en Neo4J, explorando técnicas avanzadas de representación del conocimiento para ciencia de datos y aprendizaje automático.

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

RAG: Neo4J Knowledge Graph Builder - Introducción en Español

Descubre cómo crear Knowledge Graphs con Neo4J Knowledge Graph Builder, utilizando datos no estructurados y tecnologías como LLM y LangChain para potenciar tus proyectos de ciencia de datos.

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