Unstructured Data Courses and Certifications

USENIX

CLP - Efficient and Scalable Search on Compressed Text Logs

Innovative tool for lossless log compression with fast search capabilities, outperforming existing solutions in compression ratio, search speed, and ingestion performance for petabyte-scale log management.

• YouTube
• 15 minutes
• On-Demand
• Conference Talk

Milvus - Accelerating Approximate Nearest Neighbor Search for Large Scale Datasets

Explore techniques to accelerate Approximate Nearest Neighbor Search for large datasets using Milvus. Learn about unstructured data services, vector databases, and real-world AI applications.

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

The Evolution of Milvus - A Cloud-Native Vector Database

Explore Milvus 2.0, a cloud-native vector database for unstructured data. Learn its architecture, features, and real-world applications in art, security, real estate, and e-commerce.

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

The Rise of Vector Databases - Lessons from the Milvus Community

Explore vector databases, their rise in managing unstructured data, and insights from Milvus. Learn about embeddings, production use cases, challenges, and future developments in this emerging field.

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

Milvus - Building Unstructured Data Services for AI Applications

Explore unstructured data services with Milvus, focusing on vector databases, distributed deployment, and AI applications in writing, image search, and pharmaceutical analysis.

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

Milvus 2.0 - Building the World's Most Advanced Open-Source Vector Database

Explore Milvus 2.0, an advanced open-source vector database. Learn its architecture, layers, and applications in ML pipelines, smart property search, product recommendations, and more.

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

AI-Powered Vector Search Engine Weaviate - Introduction and Demo

Explore Weaviate, an AI-powered vector search engine for unstructured data, featuring scalar search, graph connections, and modular architecture for advanced data retrieval.

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

Open Data Science

Search and Discovery in News and Research - Dr. Anju Kambadur

Explore Bloomberg's AI-driven search and discovery system for financial news, leveraging machine learning and NLP to parse unstructured data and provide valuable insights for clients.

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

CNCF [Cloud Native Computing Foundation]

Kubernetes and Logging - Do It Right

Explore best practices for logging in Kubernetes environments, covering data processing, metadata correlation, centralization, and reliability. Learn to implement a unified logging layer for effective data analysis.

• YouTube
• 26 minutes
• On-Demand
• Conference Talk

Innovating with Data and Google Cloud

Explore data's role in digital transformation, learn about cloud databases and data warehouses, and discover AI/ML applications with Google Cloud for business innovation.

• Google Cloud Skills Boost
• 8 hours
• On-Demand
• Free Certificate

SnowPro Core: Data Transformation

As part of this course, the learner will explore and understand how to do data transformation leveraging the Snowflake tool on structured, semi-structured, and unstructured data.

• Pluralsight
• 1 hour 21 minutes
• On-Demand
• Free Trial Available

Innovating with Data and Google Cloud

Cloud technology on its own only provides a fraction of the true value to a business; When combined with data–lots and lots of it–it has the power to truly unlock value and create new experiences for customers.

• Pluralsight
• 1 hour 26 minutes
• On-Demand
• Free Trial Available

GOTO Conferences

Navigating Unstructured Data - Availability vs Analytics in NoSQL

Explore factors affecting database technology choices, focusing on distributed systems and prioritizing availability vs. analytics in NoSQL environments for unstructured data workloads.

• YouTube
• 27 minutes
• On-Demand
• Conference Talk

PASS Data Community Summit

Data Virtualization - Data Lake Power Using SQL Big Data Cluster

Explore data virtualization with SQL Server 2019 Big Data Cluster, enabling seamless integration of diverse data sources for efficient processing and analysis of structured and unstructured data across cloud and on-premises environments.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Conference Talk

EuroPython Conference

High Volume PDF Text Extraction Using Python Open-Source Tools

Learn efficient techniques for extracting text from large volumes of PDF documents using Python open-source tools, focusing on speed, OCR integration, and detailed information retrieval for business insights.

• YouTube
• 31 minutes
• On-Demand
• Conference Talk