Unstructured Data Courses and Certifications

Preprocessing Unstructured Data for LLM Applications

15 ratings at Coursera

Learn techniques to process diverse unstructured data for LLM applications, including text extraction, document normalization, and image analysis, to enhance RAG systems with various file formats.

• Coursera
• 4 hours
• On-Demand
• Paid Course

MLOps.community

Bringing Structure to Unstructured Data with an AI-First System Design

Explore AI-powered data systems for unstructured content, addressing challenges and sharing key lessons for end-to-end applications in enterprise environments.

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

Open Data Science

Unlocking Unstructured Data - Opportunities and Challenges in Social Sciences

Explore how BERD@NFDI program addresses challenges in accessing unstructured data for social sciences, driving innovation at the intersection of AI and social research.

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

The ASF

The Free Lunch is Over: Dealing with Unstructured Data in the Era of LLMs

Explore unstructured data processing using ML, LLMs, and Apache tools. Learn to handle audio, images, and text with vector embeddings for natural language analysis in data engineering pipelines.

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

Build a Salesforce Agent to Chat with Unstructured PDF Data

136 ratings at Udemy

Master RAG, Einstein Data Library, Data Cloud, Prompt Builder, and AWS to Create Powerful Salesforce Agents

• Udemy
• 1 hour 51 minutes
• On-Demand
• Paid Course

Unstructured Data Preprocessing for RAG Apps & LLMs - [NEW]

97 ratings at Udemy

Master Unstructured Data with ViT, Metadata, Advanced Chunking, Hybrid Search, and RAG Techniques

• Udemy
• 3 hours 4 minutes
• On-Demand
• Paid Course

Amazon Web Services;  Amazon

AWS SimuLearn: Turning Unstructured Data into Insights

Hands-on AI-powered simulation for designing and implementing AWS solutions to transform unstructured data into actionable insights, focusing on real-world scenarios and practical application of AWS services.

• AWS Skill Builder
• 1 hour
• On-Demand
• Paid Course

SNIAVideo

On-Prem Object Storage - S3 Ecosystem and Its Role in Various Workloads

Explore the comprehensive S3 ecosystem and its API compatibility in on-premises object storage, focusing on diverse use cases and AI workload support with S3 extensions.

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

LLMs and AI Agents: Transforming Unstructured Data

Discover how LLMs, GPT models, and AI agents transform unstructured data into actionable insights, exploring OCR, NLP, and agentic workflows that reshape document intelligence.

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

Feature Engineering for Machine Learning in Python

Create new features to improve the performance of your Machine Learning models.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Creating an Analytical Dataset

2 ratings at Udacity

Learn how to prepare data to ensure the efficacy of your analysis while improving fluency in Alteryx.

• Udacity
• 4 hours
• On-Demand
• Free Online Course

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

Open Data Science

Understanding Unstructured Data with Language Models - Alex Peattie

Explore language models for unstructured data analysis, covering classification, predictive modeling, and information retrieval. Learn key concepts and practical applications in various fields.

• YouTube
• 1 hour 9 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

Alex the Analyst

AI Extract in Databricks - Intelligent Document Processing for Unstructured Data

Discover how to transform unstructured data into structured, usable formats using Databricks' AI_extract feature for intelligent document processing in just 11 minutes.

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