Unstructured Data Courses and Certifications

Azure for Architects: Design a Storage Strategy

75 ratings at LinkedIn Learning

Learn about the key Azure features and architectural design decisions measured in the Design Data Storage Solutions content for the Azure Solutions Architect AZ-305 exam.

• LinkedIn Learning
• 4 hours 32 minutes
• On-Demand
• Free Trial Available

Data Explained

34 ratings at Pluralsight

We all work with data — but often don’t consider the big picture around it. In this fast-paced, practical introduction, quickly get up to speed on multiple ideas, tools and technologies around “data” in the business world today.

• Pluralsight
• 40 minutes
• On-Demand
• Free Trial Available

Mining Data from Text

21 ratings at Pluralsight

This course discusses text and document feature vectors that can be passed into machine learning models, topic modeling using Latent Semantic Analysis, Latent Dirichlet Allocation, Non-negative Matrix Factorization, and keyword extraction using RAKE.

• Pluralsight
• 2-3 hours
• On-Demand
• Free Trial Available

MLOps.community

Supercharging Your RAG System: Techniques and Challenges - DE4AI

Explore techniques and challenges in supercharging Retrieval-Augmented Generation (RAG) systems in this 40-minute conference talk by Tengyu Ma, Co-founder & CEO of Voyage AI and Assistant Professor of Computer Science at Stanford University. Gain insight…

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

MLOps World: Machine Learning in Production

Data Versioning in Generative AI: A Pathway to Cost-Effective ML

Explore data versioning strategies for Generative AI, focusing on managing large-scale unstructured data and optimizing resource usage in model scoring and API interactions.

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

MLOps World: Machine Learning in Production

Data Versioning in Generative AI - A Pathway to Cost-effective Machine Learning

Explore data versioning strategies for generative AI, focusing on cost-effective techniques to minimize processing time and API calls while enhancing collaboration and efficient versioning of annotations and embeddings.

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

AI Advancements: Nobel Prize, DGX B200, and Unstructured Data Funding - Episode 24

Explore AI's impact on Nobel Prizes, cutting-edge AI platforms, and the growing importance of unstructured data in machine learning with industry experts.

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

The Machine Learning Engineer

GraphRAG - Unleashing the Power of Knowledge Graphs with LLMs

Explore GraphRAG: AI-powered content interpretation using LLMs to create knowledge graphs from unstructured text, enabling advanced search and question-answering capabilities.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

The Machine Learning Engineer

Neo4J Knowledge Graph Builder - Introduction to RAG and LLM Integration

Explore Neo4J Knowledge Graph Builder for creating knowledge graphs from unstructured data using LLMs and LangChain. Learn to leverage this tool for advanced data science and machine learning applications.

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

SNIAVideo

Data Fabric - Connecting Structured and Unstructured Data Through Enterprise Architecture

Discover how data fabric architecture integrates enterprise data across locations, enabling self-service access while maintaining governance and security through AI-powered automation and unified data management.

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

Data Science Conference

Document Q&A Using LlamaIndex - Building Applications for Unstructured Data Extraction

Master document querying with LlamaIndex, a powerful tool for extracting answers from unstructured data like PDFs, presentations, and images, enabling efficient information retrieval and analysis.

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

OpenSource Connections

Exploring Vector Search at Scale with Milvus - Building Billion-Scale Solutions

Explore vector search at billion-scale through Milvus, understanding distributed systems architecture, indexing strategies, and scalability solutions for unstructured data processing.

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

SNIAVideo

AI Inference Engine for Object Storage Systems

Discover how AI inference capabilities enhance object storage systems by automating metadata generation, enabling advanced object detection, and improving searchability of stored data.

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

SNIAVideo

Data Management in the Hybrid Multi-cloud Era - Managing Unstructured Data with Crystal

Discover how to manage unstructured data sprawl across hybrid multi-cloud environments using Crystal, an open-source platform for unified data protection, security, governance, and insights optimization.

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

Discover AI

DocETL: AI Agents for Complex Document Processing and Data Transformation

Discover how DocETL framework leverages AI agents and LLMs to transform complex document processing, featuring innovative operators and optimization techniques for enhanced data extraction and analysis.

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