Neural Search Courses and Certifications

OpenSource Connections

Navigating Neural Search: Avoiding Common Pitfalls

Explore neural search, text embedding models, and vector retrieval. Learn to choose models based on language, task alignment, accuracy, and cost-effectiveness. Understand potential pitfalls in embedding retrieval.

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

Discover AI

Beyond AI Vector Database - Neural Search Implementation with GPT-4 and ChatGPT

Discover how to build a cost-effective neural search system using tokenizers, embedders, and similarity calculations as an alternative to Azure Cognitive Search for domain-specific AI applications.

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

The Unlimited Potential of Neural Search to Unlock New Data Comprehension

Explore neural search's potential to revolutionize data comprehension, unlocking new ways to understand and utilize information across various domains.

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

OpenSource Connections

Lowering the Entry Threshold for Neural Vector Search - Applying Similarity Learning

Explore similarity learning for efficient neural search implementation, reducing data requirements and training time while addressing domain-specific challenges.

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

Toronto Machine Learning Series (TMLS)

Recent Developments in Neural Search

Explore cutting-edge neural methods for semantic search, improving text search quality with pre-trained transformer networks and advanced deployment techniques.

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

OpenSource Connections

Beyond the Known: Exploratory and Diversity Search with Vector Embeddings - Haystack EU 2023

Explore innovative strategies for exploratory and diverse search using vector embeddings, enhancing user experiences beyond traditional search paradigms.

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

Aleksa Gordić - The AI Epiphany

Neural Search with Jina AI - Open-Source ML Tool Explained

Explore Jina AI, an open-source neural search engine. Learn core concepts, set up an MNIST fashion example, and understand indexing, encoding, and evaluation processes for efficient machine learning workflows.

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

Neural Search Improvements with Apache Solr 9.1 - Approximate Nearest Neighbor and Pre-Filtering

Explore neural search in Apache Solr 9.1, including HNSW graph improvements, pre-filtering capabilities, and Deep Learning integrations for enhanced search relevance and efficiency.

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

Accessible Neural Search and Cloud-Nativeness for ML Engineers

Explore neural search for cross-modal data, learn Jina's architecture for building cloud-native AI applications, and understand essential technologies for production-ready systems.

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

Elvis Saravia

Ways to Solve Neural Search With Jina

Explore neural search techniques, from basics to advanced applications, using Jina for text, audio, and video. Learn to build efficient, scalable search engines with practical insights.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

Beyond Neural Search: Hands-on Building Cross-Modal and Multi-Modal Solutions with Jina AI

Hands-on tutorial exploring neural search and multi-modal AI, featuring step-by-step guidance on building a DALL·E-inspired workflow for text-to-image generation using Jina's ecosystem.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

How Jina Saves Time Building Cloud-Native Neural Search Systems

Explore cloud-native neural search systems with Jina AI. Learn about scalability challenges, Jina's universal solution, and its developer-friendly features for efficient implementation.

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

Yannic Kilcher

Neural Architecture Search Without Training - Paper Explained

Explores a novel approach to Neural Architecture Search using statistics of the Jacobian around data points, enabling rapid architecture evaluation without training and significantly accelerating the search process.

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

Aleksa Gordić - The AI Epiphany

AlphaGo - Mastering the Game of Go with Deep Neural Networks and Tree Search - RL Paper Explained

Comprehensive exploration of AlphaGo's groundbreaking AI system, detailing its neural networks, search algorithms, and innovative techniques that led to defeating professional Go players.

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

Simons Institute

In Search of New Algorithms Part I - Neural Networks

Explore neural networks and their role in developing new algorithms, focusing on computational complexity and statistical inference challenges.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video