Semantic Search Courses and Certifications

Vector Databases in Practice: Deep Dive

31 ratings at LinkedIn Learning

Go beyond the basics of vector databases by building a database and app from scratch, and learn key considerations along the way.

• LinkedIn Learning
• 1 hour 50 minutes
• On-Demand
• Free Trial Available

Chat with Your Data Using ChatGPT

29 ratings at LinkedIn Learning

Learn how to create a ChatGPT-powered chatbot using LangChain, with a focus on practical applications in data interaction and conversational AI.

• LinkedIn Learning
• 1 hour 12 minutes
• On-Demand
• Free Trial Available

OpenAI API: Embeddings

22 ratings at LinkedIn Learning

Discover the basics of using and managing embeddings, the latest, cutting-edge feature released by OpenAI that allows developers to design and innovate more rapidly.

• LinkedIn Learning
• 28 minutes
• On-Demand
• Free Trial Available

What's New in Cognitive Search and Cool Frameworks with PyTorch - Episode 5

Explore Azure Cognitive Search's semantic capabilities, PyTorch frameworks, and a Rock Paper Scissors project in this informative session covering AI advancements and practical applications.

• YouTube
• 2 hours 4 minutes
• On-Demand
• Free Video

James Briggs

Hugging Face Datasets - Dataset Builder Scripts for Beginners

Learn to create and manage dataset builder scripts for Hugging Face, including download management, Apache Arrow datatypes, and integration with popular machine learning frameworks for efficient model training and fine-tuning.

• YouTube
• 23 minutes
• On-Demand
• Free Video

James Briggs

How to Learn NLP for Beginners

Comprehensive guide to self-learning NLP, covering foundational ML concepts, neural networks, modern NLP techniques, and practical projects. Includes curated resources and course recommendations for beginners.

• YouTube
• 23 minutes
• On-Demand
• Free Video

James Briggs

FAISS - Introduction to Similarity Search

Explore efficient similarity search with Facebook AI Similarity Search (FAISS). Learn implementation, options, and how FAISS enhances semantic search speed.

• YouTube
• 32 minutes
• On-Demand
• Free Video

James Briggs

Spotify's Podcast Search Explained

Explore Spotify's innovative podcast search system using natural language processing and learn to implement a similar solution with transformer models and vector search techniques.

• YouTube
• 50 minutes
• On-Demand
• Free Video

James Briggs

Train Sentence Transformers by Generating Queries - GenQ

Learn to train sentence transformers using GenQ, a technique that generates synthetic queries for effective bi-encoder models in semantic search, with practical code walkthroughs and implementation insights.

• YouTube
• 27 minutes
• On-Demand
• Free Video

James Briggs

How to Build a Q&A AI in Python - Open-Domain Question-Answering

Learn to build an open-domain question-answering AI in Python, covering retriever training, fine-tuning, evaluation, vector database setup, and querying techniques for natural language interfaces.

• YouTube
• 39 minutes
• On-Demand
• Free Video

James Briggs

Question-Answering in NLP - Extractive QA and Abstractive QA

Explore question-answering in NLP, covering extractive and abstractive QA techniques. Learn about semantic search, ODQA, SQuAD format, and various QA approaches for efficient information retrieval and processing.

• YouTube
• 48 minutes
• On-Demand
• Free Video

David Shapiro ~ AI

Stress Testing Qdrant - Semantic Search with 90,000 Vectors - Lightning Fast Search Microservice

Explore stress testing Qdrant for semantic search with 90,000 vectors. Learn to set up TensorFlow, generate data, and evaluate search efficiency in this hands-on tutorial.

• YouTube
• 35 minutes
• On-Demand
• Free Video

Pinecone

Next-Level Learning - Semantic Search & Generative AI in Education

Discover how semantic search and generative AI revolutionize education, enhancing personalized learning experiences and addressing challenges in EdTech for improved student outcomes.

• YouTube
• 27 minutes
• On-Demand
• Free Video

MongoDB

Vector Search- Powering the Next Generation of Applications

Explore Vector Search in MongoDB Atlas, learn core concepts, embedding techniques, and use cases. Includes a demo on vectorizing, inserting, and querying data for semantic similarity.

• YouTube
• 38 minutes
• On-Demand
• Free Video

Large Language Models with Semantic Search

Explore techniques to enhance search using LLMs, including dense retrieval and reranking. Learn to implement keyword search, embeddings, and LLM-powered search for improved relevance and user experience.

• Independent
• 1 hour
• On-Demand
• Free Online Course