The Machine Learning Engineer Courses

LLMOps with Langchain, OpenAI, and Faiss on Databricks - Creating a Retrieval QA Tool

Develop a Retrieval QA tool using Langchain, OpenAI, and Faiss. Learn to save components in Databricks' MLFLOW, work with Model Governance, and perform inference after chain retrieval.

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

LLMOps with Langchain, OpenAI, and Databricks - Creating a Retrieval QA Chain

Crea un chain Retrieval QA con Langchain, Faiss y OpenAI. Aprende a salvar componentes en MLFLOW Databricks y realizar inferencias usando la chain creada.

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

ML and MLOps in Databricks: Using DButils Tool

Aprende a utilizar dbutils en tu espacio de trabajo Databricks para mejorar tus proyectos de aprendizaje automático y ciencia de datos.

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

ML and MLOps in Databricks: DButils Library - Spanish

Aprende a utilizar la librería DButils en Databricks para optimizar tus proyectos de Machine Learning y MLOps. Explora funcionalidades clave y mejora tu flujo de trabajo.

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

ML and MLOps with Databricks: LLMOps, MLFlow, OpenAI, and Databricks

Build a code reviewer using GPT-4, encapsulate it in MLflow, and deploy for inference in Databricks pipelines. Enhance your ML workflow with LLMOps techniques.

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

ML and MLOps with Databricks: LLMOps, MLFlow, OpenAI, and Databricks - Spanish

Aprende a utilizar OpenAI GPT-4 como revisor de código, encapsulándolo en un modelo Python de MLflow para implementarlo en una pipeline de Databricks.

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

ML and MLOps with Databricks: LLMOps, MLFlow, Transformers, and Databricks

Explore LLMOps, MLFlow, and Databricks for advanced machine learning operations. Master transformers and enhance your data science skills.

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

ML and MLOps with Databricks: LLMOps, MLFlow, Transformers, and Databricks - Spanish

Aprende LLMOps con MLFlow y Databricks: implementa y gestiona modelos de lenguaje a gran escala utilizando herramientas de vanguardia en español.

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

ML and MLOps: Databricks Secrets and Integration with Azure KeyVault

Explore Databricks Secrets and Azure KeyVault integration for secure ML & MLOps workflows in data science and machine learning projects.

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

ML and MLOps Databricks: Secrets Scope and Azure KeyVault Integration - Spanish

Aprende a integrar Databricks Secrets con Azure KeyVault para gestionar de forma segura las credenciales en proyectos de Machine Learning y MLOps.

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

ML and MLOps with Databricks: LLMs and HuggingFace Transformers

Explore LLMs using HuggingFace Transformers for summarization, translation, sentiment analysis, and advanced prompting techniques on Databricks.

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

ML and MLOps with Databricks: LLMs Using HuggingFace Transformers - Spanish

Explora LLMs con HuggingFace Transformers en Databricks: summarization, traducción, análisis de sentimientos, zero-shot y few-shot prompting.

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

Microsoft Phi3 Mini 4K Instruct - Chain of Thought Prompting Test

Explore Microsoft Phi3 Mini 4K's Chain of Thought prompting capabilities through practical tests, comparing results with other models like LLama2, Mistral 7B, and LLama3 8B.

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

Microsoft Phi3 Mini 4K Instruct - Chain of Thought Prompting Test en Español

Explora pruebas de prompts de Cadena de Pensamiento con Microsoft Phi3 Mini 4K, comparando con otros modelos y técnicas de ajuste fino para razonamiento mejorado.

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

MLOps MLFlow: Deployment Server - Managing and Using Multiple LLMs

Install and utilize MLflow Deployment Server to manage multiple LLMs, including OpenAI, Anthropic, and Langchain. Enhance your MLOps skills for efficient model deployment.

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