Unstructured Data Courses and Certifications

Databricks

Simplifying Data Ingestion for LLMs with Unstructured and Databricks

Learn to build a scalable solution for unstructured data ingestion in LLM applications using Unstructured and Databricks, addressing challenges and exploring efficient methods.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Databricks

Unleashing the Potential of Unstructured Data with LLMs and Databricks

Explore how the North Dakota University System leverages LLMs and Databricks to extract insights from unstructured data, creating an AI portal for staff and students.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Databricks

LLM-Powered BI: Turn Unstructured Data into Actionable Insights

Discover how The Jordan Company modernized its business with AI and Databricks, enabling self-service data analysis and automating tasks like term sheet summarizations for improved capital markets decision-making.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

MLOps.community

Monitoring Unstructured Data - Lightning Session

Explore ML observability for unstructured data with Arize. Learn about embeddings, monitoring challenges, and solutions through expert insights and a product demo.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

MLOps.community

Visualize - Bringing Structure to Unstructured Data - MLOps Podcast #258

Explore techniques for structuring and visualizing unstructured data in machine learning, from classification to Retrieval-Augmented Generation, using tools like UMAP and Renumics Spotlight to uncover patterns and evaluate model performance.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

Google Cloud Tech

Leveraging Sensitive Data Intelligence for Structured and Unstructured Data Protection

Discover, classify, and manage sensitive data using AI-powered tools to reduce risk and enhance data governance strategies.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Toronto Machine Learning Series (TMLS)

Troubleshooting Unstructured Data with Embeddings

Explore embedding techniques for troubleshooting unstructured data models, gaining insights into internal representations and improving ML workflows.

• YouTube
• 32 minutes
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video

Tech Field Day

Taming Unstructured Data Orchestration with Hammerspace - Global Data Environment Solutions

Master data orchestration across multi-vendor environments with Hammerspace's Global Data Environment software, enabling seamless management of unstructured data for AI pipelines across distributed storage systems and cloud platforms.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Packt

Preprocessing Unstructured Data for LLMs and RAG Systems

Master preprocessing techniques for unstructured data to enhance LLM and RAG systems. Learn document handling, chunking strategies, and metadata extraction while building practical AI applications with modern frameworks.

• Coursera
• 5 hours 56 minutes
• Self-Paced
• Paid Course

Explore foundational data analytics concepts—data structures, quality, governance, visualization, and tools like Excel, Tableau, and Power BI—to transform raw data into actionable business insights.

• VDCI
• 6 hours
• Self-Paced
• $649.00

Auditing with Data Analytics Course

Master data analytics fundamentals in auditing from planning to reporting, developing skills to prepare, analyze, and communicate data-driven audit findings effectively.

• Graduate School USA
• Self-Paced
• $1,199.00

AI for Data Analysis

208 ratings at Coursera

Transform unstructured data into actionable insights using Gemini AI to define metrics, clean datasets, and create compelling visualizations in Google Sheets.

• Coursera
• 1 hour 21 minutes
• Self-Paced
• Paid Course