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

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

Neo4J Knowledge Graph Builder - Introduction to RAG and LLM Integration

Explore Neo4J Knowledge Graph Builder for creating knowledge graphs from unstructured data using LLMs and LangChain. Learn to leverage this tool for advanced data science and machine learning applications.

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

Fine-Tuning Vision Transformer for Retina Image Classification - Inference on Azure ML AKS

Fine-tune a Vision Transformer for diabetic retinopathy detection using EyeQ dataset and deploy on Azure ML with AKS for managed inference.

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

Fine-Tuning ViT Classifier for Retinal Images with AKS Inference - Part 4 (Español)

Personaliza un Vision Transformer con tu dataset de imágenes de retina y crea un punto de inferencia administrado en Azure Machine Learning Studio (AKS).

• YouTube
• 49 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

LLMOps: OpenVino Toolkit - Estimación de la Posición 3D del Cuerpo Humano en Tiempo Real

Aprende a estimar la posición 3D del cuerpo humano en imágenes y videos en tiempo real utilizando OpenVino Toolkit y CPU.

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

Microsoft AI: Semantic Kernel C# SDK - Generating Images with DALL-E 3

Develop AI-powered image generation using Semantic Kernel, Azure OpenAI, and DALL-E 3 in C#. Learn to create applications that transform text descriptions into visuals.

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

Microsoft AI: Semantic Kernel C# SDK - Creating Images with DALL-E 3

Crea imágenes con Dall-e 3 usando Semantic Kernel de Microsoft y C#. Aprende a interactuar con modelos de IA avanzados para generar arte visual.

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