Text Embedding Courses and Certifications

Introduction to Embeddings with the OpenAI API

Unlock more advanced AI applications, like semantic search and recommendation engines, using OpenAI's embedding model!

• DataCamp
• 3 hours
• On-Demand
• Free Trial Available

Code with Ania Kubów

Vector Embeddings for Beginners - OpenAI

Learn to create and utilize vector embeddings for AI applications, including text analysis, database integration, and building an AI assistant using OpenAI and Langchain.

• YouTube
• 36 minutes
• On-Demand
• Free Online Course

Yannic Kilcher

Text Embeddings Reveal Almost As Much As Text - Iterative Embedding Inversion

Explore how text embeddings can potentially reconstruct original text, discussing methods, implications, and prevention strategies for this emerging privacy concern in natural language processing.

• YouTube
• 37 minutes
• On-Demand
• Free Online Course

Product Recommender System: OpenAI Text Embedding

Develop a text-based product recommendation system using OpenAI's embedding models. Analyze viewed products to suggest relevant items, enhancing user experience and boosting customer satisfaction on an e-commerce platform.

• Coursera
• 2 hours 1 minute
• On-Demand
• Paid Course

OpenAI Python API Bootcamp: Learn to use AI, GPT, and more!

2725 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
• On-Demand
• Paid Course

Vector Search and Embeddings

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
• 2 hours 29 minutes
• On-Demand
• Free Online Course (Audit)

2024 Advanced Machine Learning and Deep Learning Projects

102 ratings at Udemy

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

• Udemy
• 5 hours 21 minutes
• On-Demand
• Paid Course

Understanding and Applying Text Embeddings

54 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
• On-Demand
• 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
• On-Demand
• Paid Course

Create Text Embeddings for a Vector Store using LangChain

Learn to use LangChain for document splitting, vectorization, and storage in a vector database, enhancing your skills in text embedding and vector store management.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Vector Embeddings Tutorial – Create an AI Assistant with GPT-4 & Natural Language Processing

2 reviews

Create an AI assistant using vector embeddings, GPT-4, and NLP. Learn about text embeddings, their applications, and practical implementation with OpenAI, databases, and Langchain.

• freeCodeCamp
• On-Demand
• Free Online Course

Prompt Engineering Tutorial – Master ChatGPT and LLM Responses

2 reviews

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
• On-Demand
• Free Online Course

Google Sites Essential Training

195 ratings at LinkedIn Learning

Learn how to create and share webpages using Google Sites, the tool that comes bundled with a Google account.

• LinkedIn Learning
• On-Demand
• Free Trial Available

James Briggs

Intro to Multi-Modal ML with OpenAI's CLIP

Explore OpenAI's CLIP for multi-modal machine learning, combining text and image understanding. Learn to create embeddings, perform similarity searches, and leverage CLIP's capabilities using Hugging Face.

• YouTube
• 23 minutes
• On-Demand
• Free Online Course

BasisTech

Rapid Triage and Exploitation of Digital Media - Breaking the Warp Barrier

Explore advanced text analytics and machine learning techniques for efficient triage of large-scale digital media, enhancing document discovery beyond traditional search methods.

• YouTube
• 25 minutes
• On-Demand
• Free Online Course