Text Embedding Courses and Certifications

Generative AI for Java Developers with Azure OpenAI ChatGPT

1109 ratings at Udemy

Unlock the Future of AI using the powerful OpenAI models in the secured and reliable Azure Cloud

• Udemy
• 4 hours 21 minutes
• Self-Paced
• Paid Course

Vector Search and Embeddings

19 ratings at Coursera

Explore Vertex AI Vector Search to build advanced search applications using LLM APIs for embeddings. Learn concepts, see practical demos, and gain hands-on experience in this comprehensive guide.

• Coursera
• 4 hours 28 minutes
• Self-Paced
• Paid Course

LangChain and Workflow Design Course

Master LangChain fundamentals and build reasoning-driven GenAI applications with memory, chains, and prompts using large language models like Hugging Face's Flan T5 XXL.

• Coursera
• 4 hours 40 minutes
• Self-Paced
• Paid Course

Coursera

Machine Learning with PySpark: Recommender System

Master building scalable recommendation systems using PySpark and OpenAI embeddings to create personalized product suggestions through K-means clustering and data processing pipelines for e-commerce applications.

• Coursera
• 1 hour 57 minutes
• Self-Paced
• Paid Course

Edureka

RAG Systems in Practice

Master building, optimizing, and deploying Retrieval-Augmented Generation systems that combine language models with external knowledge sources for enhanced AI accuracy.

• Coursera
• 13 hours 45 minutes
• Self-Paced
• Paid Course

Getting Started with Vector Search and Embeddings

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will use text embeddings and Vertex AI vector search to find similar documents based on their text content.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Coursera

Zero-Shot & Few-Shot Learning: Master AI with Minimal Data

Master AI techniques that enable models to perform effectively with minimal labeled data through zero-shot and few-shot learning approaches for real-world applications.

• Coursera
• 3 hours 52 minutes
• Self-Paced
• Paid Course

Introduction to Vertex AI Embeddings: Text and Multimodal

Explore Vertex AI Embeddings API for text, image, and video use cases in Google Cloud console, gaining hands-on experience with advanced AI technologies.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Packt

Harnessing LLMs & Text-Embeddings API with Google Vertex AI

Master Google Vertex AI's LLMs and Text-Embeddings API for building intelligent applications with semantic search, classification, and RAG systems through hands-on projects and real-world use cases.

• Coursera
• 4 hours 16 minutes
• Self-Paced
• Paid Course

Coursera

Embed Everything

Master the art of converting unstructured data into vector embeddings using pre-trained models, t-SNE visualization, and nearest-neighbor analysis to build scalable, production-ready pipelines.

• Coursera
• 3 hours 17 minutes
• Self-Paced
• Paid Course

Coursera

Unlock Multimodal Search

Explore how to build AI-powered multimodal search using Weaviate, enabling cross-modal queries across images and text, while measuring accuracy with precision metrics.

• Coursera
• 1 hour 16 minutes
• Self-Paced
• Paid Course

LLMs with Google Cloud and Python

435 ratings at Udemy

Learn to use Google Cloud's latest LLM models in Google Cloud Platform and with Python!

• Udemy
• 4 hours 52 minutes
• Self-Paced
• Paid Course

Azure Generative (OpenAI) and Predictive AI

401 ratings at Udemy

Azure OpenAI, RAG, Semantic Kernel, Azure AI Search, GenAI and Predictive AI

• Udemy
• 21 hours 31 minutes
• Self-Paced
• Paid Course

WeAreDevelopers

Using Text Embedding Algorithms in Recommender Systems

Explore text embedding algorithms' surprising effectiveness in recommendation systems, outperforming state-of-the-art models while offering efficiency for large-scale applications.

• YouTube
• 44 minutes
• Self-Paced
• Conference Talk

Advanced Machine Learning and Deep Learning Projects

250 ratings at Udemy

Text Embedding, Clustering, Classification | Image Clustering, Classification, Text to Image Search

• Udemy
• 5 hours 21 minutes
• Self-Paced
• Paid Course