The Machine Learning Engineer Courses

MLOps MLFlow: Creación de Modelos Personalizados con Python Model y pyfunc - Español

Crea modelos personalizados con MLFlow utilizando Python Model y pyfunc. Aprende a guardar en el artifact store y realizar inferencias.

• YouTube
• 42 minutes
• On-Demand
• Free Video

Review of Latest Multimodal Models: Gemini Pro 1.5 Flash vs OpenAI GPT-4o vs Claude 3 Opus

Explore and compare cutting-edge multimodal AI models: Gemini Pro 1.5 Flash, GPT-4o, and Claude 3 Opus. Gain insights into their capabilities and performance.

• YouTube
• 21 minutes
• On-Demand
• Free Video

MLOps: Fine-tuning Mistral 7B with PEFT, QLora, and MLFlow

Fine-tune Mistral 7B using PEFT, QLora, and MLFlow techniques. Master advanced LLM optimization for improved performance and efficiency.

• YouTube
• 28 minutes
• On-Demand
• Free Video

MLOps MLflow: Fine-Tuning Mistral 7B con PEFT y QLora - Español

Aprende a ajustar Mistral 7B utilizando técnicas avanzadas como PEFT y QLora, integrando MLflow para un seguimiento eficiente del proceso de fine-tuning.

• YouTube
• 47 minutes
• On-Demand
• Free Video

MLOps: Integrating HuggingFace Transformers with MLflow

Integrate HuggingFace Transformers with MLflow for efficient MLOps, enhancing model tracking and deployment in machine learning projects.

• YouTube
• 35 minutes
• On-Demand
• Free Video

MlOps Mlflow: Trabajar con HuggingFace Transformers en Mlflow - Español

Aprende a integrar HuggingFace Transformers con MLflow para optimizar el desarrollo y despliegue de modelos de lenguaje avanzados.

• YouTube
• 37 minutes
• On-Demand
• Free Video

MLOps MLflow: Deep Learning Frameworks - PyTorch and TensorFlow Integration

Explore integrating deep learning frameworks Pytorch and Tensorflow with MLflow for enhanced model management and tracking.

• YouTube
• 30 minutes
• On-Demand
• Free Video

MLOps MLflow: Deep Learning Frameworks PyTorch and TensorFlow in MLflow - Spanish

Aprende a integrar Tensorflow y Pytorch con MLflow para optimizar tus proyectos de Deep Learning y mejorar el seguimiento de experimentos.

• YouTube
• 27 minutes
• On-Demand
• Free Video

MLOps MLflow: Time Series Forecasting with SkTime and Prophet

Explore time series forecasting using SkTime and Prophet libraries in MLflow, enhancing your MLOps skills with practical implementation.

• YouTube
• 41 minutes
• On-Demand
• Free Video

MLOps MLflow: Time Series Forecasting with SkTime and Prophet in Spanish

Aprende a utilizar SkTime y Prophet para pronósticos de series temporales con MLflow, mejorando tus habilidades en MLOps y análisis predictivo.

• YouTube
• 40 minutes
• On-Demand
• Free Video

MLOps MLflow: Installing a MLflow Tracking Server in Docker Containers

Install and configure MLflow Tracking Server with MariaDB backend using Docker containers for efficient MLOps workflows.

• YouTube
• 55 minutes
• On-Demand
• Free Video

MLOps MLflow: Instalación de Mlflow Tracking Server en Docker Containers con Backend Store MariaDB

Instala y configura un MLflow Tracking Server en contenedores Docker con backend MariaDB para gestionar eficientemente tus proyectos de aprendizaje automático.

• YouTube
• 49 minutes
• On-Demand
• Free Video

Google App Engine: Deploy Machine Learning Applications in Google Cloud

Deploy machine learning applications on Google Cloud using App Engine. Learn to leverage cloud infrastructure for scalable ML solutions.

• YouTube
• 53 minutes
• On-Demand
• Free Video

Google App Engine: Deploying ML Applications on Google Cloud

Despliega aplicaciones de Machine Learning en Google Cloud utilizando App Engine. Aprende a configurar, implementar y gestionar soluciones escalables en la nube.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Rapids Machine Learning Training and Feature Engineering in GPU with CuML and CuDF

Accelerate ML training and feature engineering using GPU-powered CuML and CuDF libraries for enhanced performance and efficiency.

• YouTube
• 43 minutes
• On-Demand
• Free Video