Similarity Search Courses and Certifications

Vector Database Projects: AI Recommendation Systems

14 ratings at Coursera

Develop AI-powered recommendation systems using vector databases, Chroma DB, and Hugging Face models. Create food ordering and job search projects to showcase your skills in this high-growth field.

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

Snowflake

Building Generative AI Apps to Talk to Your Data

13 ratings at Coursera

Discover how to build conversational AI applications that let users interact with structured and unstructured data using natural language, leveraging Snowflake Cortex for search and analysis capabilities.

• Coursera
• 5 hours 57 minutes
• Self-Paced
• Paid Course

Vector Databases: from Embeddings to Applications

11 ratings at Coursera

Explore vector databases, embeddings, and their applications in NLP, image recognition, and semantic search. Learn to build RAG applications and conduct fast searches in vast datasets.

• Coursera
• 1 hour 3 minutes
• Self-Paced
• Paid Course

Advanced Retrieval for AI with Chroma

11 ratings at Coursera

Enhance AI retrieval with advanced techniques: query expansion, cross-encoder reranking, and embedding adapters. Improve relevance and accuracy of retrieved information for more effective AI applications.

• Coursera
• 1 hour 3 minutes
• Self-Paced
• Paid Course

Large Language Models (Using Huggingface) (Live Online)

8 ratings at CourseHorse

Unlock the power of Large Language Models with Hugging Face in this comprehensive 3-day course.

• CourseHorse
• 20 hours
• Self-Paced
• $1,495.00

RAG and Agentic AI Capstone Project

Master building a production-style multimodal RAG and Agentic AI system—from structured data and embeddings to multi-agent workflows, MCP integration, and a deployable Gradio chatbot interface.

• Coursera
• 14 hours 20 minutes
• Self-Paced
• Paid Course

Embedding Models: From Architecture to Implementation

Explore embedding models' evolution, architecture, and implementation. Learn to build and train dual encoders, understand BERT, and apply models in semantic search and RAG pipelines.

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

Quick Start Guide to Large Language Models (LLMs): Unit 1

Explore NLP evolution, master attention mechanisms, and build RAG systems using ChatGPT, Llama, and T5 while developing prompt engineering skills for effective LLM communication.

• Coursera
• 6 hours 18 minutes
• Self-Paced
• Paid Course

LangChain Course for LLM Application Development

Master LangChain to build scalable retrieval-augmented applications with LLMs, covering Model I/O, embeddings, vector stores, chains, memory, and agents for real-world GenAI workflows.

• Coursera
• 8 hours 6 minutes
• Self-Paced
• Paid Course

Build AI Agents with Enterprise Databases

Discover how to build AI agents that securely connect to enterprise databases using Google Cloud's MCP Toolbox, implementing intelligent querying with vector embeddings.

• Coursera
• 6 hours 27 minutes
• Self-Paced
• Paid Course

AWS AI Practitioner Power Hour

Discover AWS AI fundamentals, generative AI concepts, and Amazon Bedrock applications while preparing for the AWS Certified AI Practitioner exam through practical examples and responsible AI principles.

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

Packt

Vector Databases Deep Dive

Dive into vector databases, understanding their principles, applications, and how they differ from traditional databases. Master essential concepts like embeddings, distance metrics, and indexing techniques for efficient data retrieval.

• Coursera
• 5 hours 2 minutes
• Self-Paced
• Paid Course

Packt

Natural Language Processing - Transformers with Hugging Face

Master Hugging Face Transformers for NLP tasks including sentiment analysis, text generation, and named entity recognition through hands-on Python implementations and real-world applications.

• Coursera
• 5 hours 53 minutes
• Self-Paced
• Paid Course

Packt

Essential Concepts of Vector Databases

Dive into vector databases, from fundamental concepts to practical implementation with Chroma and Pinecone. Master similarity searches, LLM integration, and modern data management techniques.

• Coursera
• 8 hours
• Self-Paced
• Paid Course

Starweaver

GenAI Data Engineering and RAG Systems

Master advanced data engineering techniques to build enterprise-grade RAG systems that transform raw data into intelligent, context-aware AI applications with vector databases.

• Coursera
• 6 hours 49 minutes
• Self-Paced
• Paid Course