Master Vertex AI: Leveraging LLMs with Text-Embeddings API
Master Google Cloud Vertex AI: Harness LLMs and Text-Embeddings API to Build Advanced AI Solutions and Drive Insights
Lo que serás capaz de hacer
Unlock the full potential of Google Cloud Vertex AI with our comprehensive course, "Master Google Cloud Vertex AI: Harness LLMs & Text-Embeddings API." Designed for AI enthusiasts, data scientists, and developers, this course will equip you with the skills and knowledge to build advanced AI solutions using cutting-edge tools like Large Language Models (LLMs) and the Text-Embeddings API. Whether you're looking to enhance your existing AI projects or embark on new, innovative ventures, this course provides everything you need to succeed. What You'll Learn: Introduction to Google Cloud Vertex AI : Gain a deep understanding of Vertex AI, including its architecture, key features, and how it integrates with the broader Google Cloud ecosystem. Working with Large Language Models (LLMs) : Learn how to leverage pre-trained LLMs within Vertex AI to perform a wide range of NLP tasks, from text generation to sentiment analysis. Mastering the Text-Embeddings API : Discover how to use the Text-Embeddings API to create powerful embeddings for document retrieval, question answering, and more. Understand how to optimize embeddings for specific use cases to improve the performance of your AI models. Building Advanced AI Solutions : Step-by-step guidance on creating sophisticated AI applications, including Retrieval-Augmented Generation (RAG) systems, personalized recommendations, and more, all powered by Vertex AI and Google Cloud. Real-World Case Studies : Explore real-world applications of Vertex AI and the Text-Embeddings API across various industries, and understand how to apply these insights to your own projects. Hands-On Projects and Exercises : Put your skills into practice with hands-on projects that simulate real-world scenarios. Build and experiment with AI solutions that can be directly applied to your work or business. Why Take This Course? By the end of this course, you'll be proficient in using Google Cloud Vertex AI and its advanced tools to build powerful AI solutions that are highly efficient. Whether you're an AI professional looking to enhance your skillset or a developer wanting to explore the latest in AI technology, this course will empower you to take your AI projects to the next level. Join us today and become a master of Google Cloud Vertex AI!
- Master the Fundamentals of Google Cloud Vertex AI: Gain a comprehensive understanding of Vertex AI, including its architecture, key features
- Leverage Large Language Models (LLMs) in Vertex AI: Learn how to utilize pre-trained LLMs for natural language processing tasks such as text generation
- Optimize Text Embeddings for Specific Tasks: Discover how to create and optimize text embeddings using the Text-Embeddings API for tasks like document retrieval
- Apply AI Techniques to Real-World Scenarios: Develop the skills to build advanced AI solutions, such as Retrieval-Augmented Generation (RAG) systems
Temario
UNIDAD 1 - Introduction · 2 leccionesUNIDAD 1 - Introduction
UNIDAD 1 - Introduction
- Introduction and About the Course - Prerequisites
- Course Structure
UNIDAD 2 - Download Source Code · 1 leccionesUNIDAD 2 - Download Source Code
UNIDAD 2 - Download Source Code
- Download Source code
UNIDAD 3 - Development Environment Setup & Google Cloud Platform Setup · 3 leccionesUNIDAD 3 - Development Environment Setup & Google Cloud Platform Setup
UNIDAD 3 - Development Environment Setup & Google Cloud Platform Setup
- Development Environment Setup and API Costs - Overview
- Google Cloud Setup
- Hands-on: Testing the Vertex AI - Generated a Sentence Embedding
UNIDAD 4 - Vertex AI Text Embedding API and Embeddings Crash Course - Deep Dive · 10 leccionesUNIDAD 4 - Vertex AI Text Embedding API and Embeddings Crash Course - Deep Dive
UNIDAD 4 - Vertex AI Text Embedding API and Embeddings Crash Course - Deep Dive
- Introduction to Vertex AI and Capabilities - Overview
- OPTIONAL: Embeddings Crash Course
- How are Embeddings Used in GenAI and LLMs and Use Cases
- The Embeddings API - Text vs Multimodal Embeddings - Overview
- Task Types and Benefits
- Multimodal Embeddings Diagram
- Hands-on: Embeddings Length - Dimension
- Hands-on: Run Cosine Similarity Search on Different Sentences
- Hands-on: Visualize Embeddings
- Summary
UNIDAD 5 - Check in · 1 leccionesUNIDAD 5 - Check in
UNIDAD 5 - Check in
- Check in
UNIDAD 6 - Text Generation with Vertex AI Text Embedding API · 6 leccionesUNIDAD 6 - Text Generation with Vertex AI Text Embedding API
UNIDAD 6 - Text Generation with Vertex AI Text Embedding API
- TextGenerationModel - Generating Text Using bison Model
- Hands-on: Text Generation - Classification Use Case
- Hands-on: Extract Information into Tables and JSON Formats
- Hands-on: Controlling Temperature for the Model
- Hands-on: TopK and TopP
- Hands-on: Transcript Summarization and Extraction
UNIDAD 7 - Hands-on: Application and Real-world Use Cases of Embeddings · 3 leccionesUNIDAD 7 - Hands-on: Application and Real-world Use Cases of Embeddings
UNIDAD 7 - Hands-on: Application and Real-world Use Cases of Embeddings
- Cluster Visualization of StackOverflow Question and Answers in 2D
- Build Your RAG System with the StackOverflow Data
- Scale with the Approximate Nearest Neighbor Search: HNSW vs Cosine Similarity
UNIDAD 8 - Next Steps · 2 leccionesUNIDAD 8 - Next Steps
UNIDAD 8 - Next Steps
- Course Summary and Next Steps
- Bonus Lecture
Tu certificado lo emite la SEP, no solo una plataforma
Al demostrar la competencia recibes un certificado emitido por la Secretaría de Educación Pública a través del Gobierno del Estado de México: un documento oficial que puedes presentar con confianza ante cualquier empleador o institución.
Tu certificado con INEC
- Lo emite la Secretaría de Educación Pública (SEP), a través del Gobierno del Estado de México
- Documento oficial con folio verificable en línea
- Lo otorga la Universidad Tecnológica Fidel Velázquez
Otras plataformas en línea
- Constancia privada emitida por la misma plataforma
- Solo acredita horas cursadas o asistencia
- Sin respaldo de una autoridad educativa
Tu itinerario, de la inscripción al certificado
- 1
Inscripción con pago único
Pagas $2,800 MXN una sola vez y entras de inmediato al curso.
- 2
Estudias a tu ritmo
8 unidades con videos, lecturas y actividades, disponibles 24/7 durante 12 meses.
- 3
Cuestionarios por unidad
Cuestionarios para comprobar lo aprendido.
- 4
Certificado
Emitido por la SEP a través del Gobierno del Estado de México, con folio verificable.
Un certificado oficial de la SEP
Muestra · verificable por folio y QR
- Emitido por la Secretaría de Educación Pública (SEP), a través del Gobierno del Estado de México. No es una constancia privada: es un documento oficial, y ese respaldo marca la diferencia frente a otras plataformas en línea.
- Contenido impartido por Paulo Dichone | Software Engineer, AWS Cloud Practitioner & Instructor.
- Folio y QR verificables para compartirlo con quien te contrate.
Empieza hoy, a tu ritmo
Un solo pago y acceso inmediato al curso completo durante 12 meses.
- 8 unidades · 28 lecciones · 40 h
- 12 meses de acceso
- Certificado emitido por la SEP (Gob. del Estado de México) con folio verificable
Sobre tu inscripción
¿Cómo es el pago?
Un solo pago de $2,800 MXN. No hay mensualidades ni cargos recurrentes.
¿Cuánto tiempo tengo acceso?
12 meses desde tu inscripción, 24/7, para avanzar a tu ritmo.
¿Quién imparte el contenido?
El curso es impartido por Paulo Dichone | Software Engineer, AWS Cloud Practitioner & Instructor; INEC gestiona tu inscripción, evaluación y certificado.
¿Qué pasa cuando vence mi acceso?
Puedes renovar tu cuenta tú mismo desde la plataforma, sin trámites ni esperas.
