Natural Language Search Courses and Certifications

Data Science Dojo

Search Query Expansion Using Natural Language Processing and Machine Learning

Explore advanced NLP techniques for enterprise search query expansion, leveraging unsupervised machine learning to analyze term relationships and improve complex technical content discovery.

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

Qdrant - Vector Database & Search Engine

Natural Language Processing with Qdrant for Vector Similarity Search

Master vector similarity search using Qdrant to create embeddings from text data, perform contextual searches, and build recommendation systems for enhanced natural language processing applications.

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

Code Sync

Scaling CLIP-Based Natural Language Media Search with Bumblebee and Broadway

Harness Elixir's power for machine learning with Bumblebee and Broadway. Learn to implement scalable natural language media search using CLIP, showcasing Elixir's capabilities in ML applications.

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

Qdrant - Vector Database & Search Engine

Stories from the AI Search Frontier - Building Production-Ready Natural Language Search

Discover real-world AI search deployment challenges and solutions using metadata-aware embeddings for TB-scale production systems across industries.

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

MLOps World: Machine Learning in Production

Leveraging LLMs to Build Mixed-Data ML Pipelines and Search GitHub with Natural Language

Discover how to integrate LLMs into production ML pipelines combining structured and unstructured data, with techniques for real-time feature engineering, latency optimization, and scaled retrieval systems.

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

Amazon Web Services;  Amazon

Amazon Kendra Getting Started (Vietnamese)

Tìm hiểu về Amazon Kendra - dịch vụ tìm kiếm thông minh sử dụng ML. Khám phá lợi ích, tính năng, kiến trúc và cách triển khai thực tế thông qua hướng dẫn chi tiết và thực hành trên AWS.

• AWS Skill Builder
• 1-2 hours
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

Amazon Kendra Getting Started

Learn to implement Amazon Kendra, a natural language search service using machine learning. Explore benefits, features, use cases, and create a search solution through hands-on tutorials in your AWS account.

• AWS Skill Builder
• 1-2 hours
• On-Demand
• Free Certificate

OpenSource Connections

Creating Representative Query Sets for Offline Evaluation

Learn to construct representative query sets for offline evaluation in AI/ML experimentation, enhancing understanding of algorithm impacts and streamlining A/B testing processes.

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

Databricks

Turn Data into Business Assets with Embedded GenAI-Powered Analytics

Explore how embedded GenAI-powered analytics and natural language search can revolutionize self-service analytics, accelerate insights, and create new revenue streams for businesses.

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

Data Council

Powering AI Workflows with Tabular Graphs

Explore entity-linking technology for AI systems through DataLinks' semantic layer, featuring intuitive data integration, natural language search capabilities, and AutoRAG implementation techniques for developers.

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

Neo4j Bloom - Graph Exploration

Explore Neo4j Bloom's powerful graph visualization features, from natural language search to data editing, through a comprehensive series of instructional videos.

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

Amazon Web Services;  Amazon

Amazon Kendra Getting Started (Korean)

Amazon Kendra의 기계 학습 기반 자연어 검색 서비스 소개. 이점, 기능, 사용 사례, 아키텍처 및 구현 방법을 학습하고 AWS 콘솔에서 직접 데모를 구현해볼 수 있는 실습 과정.

• AWS Skill Builder
• 1-2 hours
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

Introducción a Amazon Kendra (Español de España) | Amazon Kendra Getting Started (Spanish from Spain)

Aprende a utilizar Amazon Kendra para mejorar la búsqueda en lenguaje natural con machine learning. Descubre sus beneficios, funciones, casos prácticos y costes, y crea tu propia solución de búsqueda.

• AWS Skill Builder
• 1-2 hours
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

Amazon Kendra Getting Started (Thai)

เรียนรู้การใช้ Amazon Kendra สำหรับการค้นหาด้วย ML ครอบคลุมข้อดี ฟีเจอร์ กรณีใช้งาน สถาปัตยกรรม และการปฏิบัติจริงผ่านบทแนะนำสอนแบบโต้ตอบ

• AWS Skill Builder
• 1-2 hours
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

Amazon Kendra Getting Started (Indonesian)

Pelajari Amazon Kendra, layanan pencarian berbasis machine learning untuk meningkatkan akurasi hasil dan kemampuan mencari data tidak terstruktur. Pahami manfaat, fitur, kasus penggunaan, dan implementasinya.

• AWS Skill Builder
• 1-2 hours
• On-Demand
• Free Certificate