The Machine Learning Engineer Courses

MLOPS LLMs - Converting Microsoft Phi3 to GGUF Format with LLaMA.cpp

Aprende a cuantizar el modelo Phi3 mini a diferentes tipos de datos utilizando LLama.cpp para optimizar el rendimiento y la eficiencia.

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

Microsoft LLMs: Phi3 Vision 128k Instruct and Florence Large - Introduction to Multimodal Models

Explore state-of-the-art multimodal models Phi3 Vision Instruct 128k and Florence Large from Microsoft, with practical demonstrations and code examples.

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

Microsoft LLMs: Phi3 Vision 128k Instruct and Florence Large - Introduction to Multimodal Models

Explora los modelos multimodales de Microsoft: Phi3 Vision Instruct 128k y Florence Large. Descubre sus capacidades y aplicaciones en ciencia de datos e inteligencia artificial.

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

MLOps: Comparing Microsoft Phi3 Mini 128k in GGUF, MLFlow, and ONNX Formats

Explore Microsoft Phi3 Mini 128k model: compare inference time and precision across MLFlow, GGUF, and ONNX formats. Learn quantization techniques and performance optimization for various platforms.

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

MLOps with MLFlow: Comparing Microsoft Phi3 Mini 128k in GGUF, MLFlow, and ONNX Formats

Explora el modelo Phi3 Mini 128k en formatos MLFlow, GGUF y ONNX. Compara rendimiento y precisión en diferentes configuraciones. Aprende a implementar y optimizar modelos de lenguaje para diversas plataformas.

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

MLOps with MLFlow: Working with Spacy NLP and Training NER Models

Explore Spacy NLP models in MLflow and learn to train a custom NER component using your own data for advanced natural language processing tasks.

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

MLOps MLFlow: Trabajar con Spacy NLP y Entrenar Modelo NER

Aprende a entrenar un modelo NER personalizado utilizando Spacy y MLflow para optimizar el flujo de trabajo de procesamiento de lenguaje natural.

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

Langchain: How to Run Sequential and Parallel Chains

Explore sequential and parallel Langchain chains for advanced machine learning workflows. Master techniques to enhance data processing and model performance.

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

Langchain: Cómo Encadenar Múltiples Chains en Español

Aprende a encadenar y ejecutar Chains de forma secuencial o paralela en Langchain para optimizar el procesamiento de lenguaje natural.

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

Databricks MLOps: Accessing Data with Dbutils FS in Azure, AWS, and GCP

Learn to access data using Dbutils FS in Azure, AWS, and GCP for Databricks MLOps. Master essential techniques for efficient data handling in cloud environments.

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

Databricks MLOps: Accessing Data with Dbutils FS in Azure, AWS, and GCP

Aprende a utilizar Databricks FS para acceder a archivos en Azure Blob, AWS S3 y Google Cloud Storage, mejorando tus habilidades en MLOps y ciencia de datos.

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

Langchain: RAG QA Tool with Gemini Pro, Langchain, and Chroma

Develop a RAG-based QA tool using Langchain, Gemini Pro, and Chroma for legal document analysis and retrieval.

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

Langchain: RAG QA Tool with Gemini Pro, Langchain, and Chroma - Spanish Tutorial

Crea una herramienta de preguntas y respuestas utilizando RAG, Gemini Pro, Langchain y Chroma para analizar documentos legales en PDF.

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

LLM Efficient Inference in CPUs and Intel GPUs - Intel Neural Speed

Optimize LLM inference on Intel CPUs and GPUs using Neural Speed. Explore efficient techniques for enhanced performance in machine learning and data science applications.

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

Inferencia Eficiente de LLMs en CPUs y GPUs Intel con Neural Speed

Optimiza la inferencia de LLMs en hardware Intel utilizando Neural Speed para mejorar el rendimiento en CPUs y GPUs.

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