Text Embedding Courses and Certifications

Coursera

Product Reviews Text-based Search - OpenAI Text Embedding

Develop a Python application using OpenAI text embedding models to analyze customer reviews for a security camera, enhancing product evaluation and insights.

• Coursera
• 5 hours 23 minutes
• Self-Paced
• Paid Course

Storing, Indexing, and Managing Vector Data with Pinecone

Master Pinecone's vector database by setting up indexes, storing embeddings, querying efficiently, and managing large-scale vector data with metadata filtering and consistency techniques.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Implementing Semantic Search with Pinecone

Master advanced semantic search in Pinecone using multi-query expansion, hybrid retrieval, reranking techniques, and metadata filtering to improve search relevance beyond basic vector similarity.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Document Context and Retrieval-Augmented Generation (RAG)

Master Retrieval-Augmented Generation to build smarter email assistants using external documents, vector databases, and semantic search for personalized responses.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Credential

Building a Vector Search Engine with Pgvector

Master vector search fundamentals and build scalable semantic search systems using pgvector, from text embeddings to advanced querying and optimization techniques.

• CodeSignal
• 6 hours
• Self-Paced
• Free Certificate
• 4 courses

Credential

Foundations of Retrieval Augmented Generation Systems with Rust

1 rating

Discover how to build powerful Retrieval-Augmented Generation systems using Rust, from vector databases to complete context-aware pipelines.

• CodeSignal
• 8 hours
• Self-Paced
• Free Certificate
• 4 courses

Intro to Large Language Models (LLMs)

3650 ratings at Udemy

Transform Your LLMs Knowledge From an Interested Field Observer to a Well-equipped NLP Developer

• Udemy
• 2 hours 37 minutes
• Self-Paced
• Paid Course

OpenAI Python API Bootcamp (2023): Learn AI, GPT, and more!

2974 ratings at Udemy

Discover the power of Artificial Intelligence with OpenAI's powerful API to generate text and images in projects

• Udemy
• 8 hours 53 minutes
• Self-Paced
• Paid Course

Prompt Engineering Tutorial – Master ChatGPT and LLM Responses

5 ratings

Master prompt engineering techniques to enhance ChatGPT and LLM responses. Learn AI basics, language models, best practices, and advanced concepts like zero-shot learning and text embeddings.

• freeCodeCamp
• Self-Paced
• Free Video

Generative AI using Azure OpenAI ChatGPT for Beginners

2555 ratings at Udemy

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

• Udemy
• 3 hours 57 minutes
• Self-Paced
• Paid Course

Packt Credential

Langchain and Langgraph

110 ratings at Coursera

Discover how to build 15 real-world LLM applications using LangChain, Python, and tools like OpenAI. Master memory management, prompt engineering, and create intelligent AI agents.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Generative AI using OpenAI API for Beginners

1424 ratings at Udemy

Unlock the Power of OpenAI: A Python Guide for OpenAI API Novices

• Udemy
• 3 hours 35 minutes
• Self-Paced
• Paid Course

Understanding and Applying Text Embeddings

67 ratings at Coursera

Explore text embeddings for classification, clustering, and semantic search. Learn to build Q&A systems using Vertex AI, combining embeddings with LLM capabilities for enhanced text analysis and applications.

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

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