Unstructured Data Courses and Certifications

Hack In The Box Security Conference

Unstructured Data Is the New Gold - ML + NLP Is the New Shiz

Explore machine learning and natural language processing for cybersecurity intelligence, leveraging unstructured data from social media and online sources to gain an edge in threat identification.

• YouTube
• 43 minutes
• Self-Paced
• Conference Talk

Security BSides San Francisco

Making Sense of Unstructured Threat Data

Explore how Natural Language Processing and Word2Vec can organize unstructured cybersecurity intelligence, making it actionable by mapping to frameworks like MITRE ATT&CK.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

NDC Conferences

Making Sense of Unstructured Data with AI

Explore AI-powered techniques to extract, analyze, and utilize information from unstructured data formats using Azure Cognitive Services and Search for intelligent application experiences.

• YouTube
• 1 hour
• Self-Paced
• Conference Talk

PASS Data Community Summit

Big Data and the Challenge of Unstructured Information Analysis

Explore methods for unlocking insights from unstructured big data using intelligent processes, enrichment techniques, and interactive examination to overcome traditional analysis limitations.

• YouTube
• 1 hour
• Self-Paced
• Conference Talk

Automating Unstructured Data Classification

Explore automated unstructured data classification techniques to enhance security, prevent breaches, and analyze user behavior in various use cases.

• YouTube
• 29 minutes
• Self-Paced
• Conference Talk

Big Data Demystified

Building a Management Layer for Structured and Unstructured Data Lakes

Discover how to effectively manage data lakes using modern architectures, open table formats, and version control systems through practical examples with Databricks, Apache Iceberg, and AWS technologies.

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

AWS Events

Exchange Structured and Unstructured Data Seamlessly Using Data Grants

Discover how to securely share and manage data across AWS accounts using data grants, enabling seamless collaboration and efficient data exchange between organizations.

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

Anyscale

How to Scale Unstructured Data Processing with Ray Data

Explore Ray Data on Anyscale for efficient large-scale unstructured data processing. Learn about streaming batch models, adaptive scheduling, and performance optimizations through a live demo and real-time insights.

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

The Machine Learning Engineer

Building End-to-End RAG Applications with Unstructured Data - Part 3: Docker Integration

Dive into containerization with Docker and Docker Compose while building a RAG application that processes unstructured data using LangChain, multiple LLMs, and vector stores through Streamlit.

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

The Machine Learning Engineer

Building RAG Applications: Speaking with Unstructured Data Using LangChain - Part 2

Dive into building an end-to-end RAG application using Langchain, multiple LLMs, and vector stores to enable interactive conversations with unstructured data through a Streamlit interface.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

The Machine Learning Engineer

Building RAG Applications: Speaking with Unstructured Data Using LangChain - Part 1

Dive into building a RAG application using Langchain, multiple LLMs, and vector stores to enable interactive conversations with unstructured data through a Streamlit interface.

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

The Machine Learning Engineer

RAG End-to-End Application - Speak with your Unstructured Data

Build an end-to-end RAG application using Langchain to chat with unstructured data (audio, video, images, PDFs) via multiple LLMs, vector stores, and Streamlit interface.

• YouTube
• 2 hours 29 minutes
• Self-Paced
• Free Video

Creating an Analytical Dataset

120 ratings at Udacity

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

• Udacity
• 4 hours
• Self-Paced
• Free Online Course

Data Management and Storage in the Cloud

Explore cloud-based data management, storage, and processing using Google Cloud tools. Learn about data lakehouse architecture, BigQuery, and Dataproc for efficient handling of large datasets.

• Google Skills
• 1 day 2 hours 15 minutes
• Self-Paced
• Paid Course

Explore AI's three developmental waves, data processing methods, and problem-solving capabilities in this foundational overview of artificial intelligence history and evolution.

• IBM Training
• 1 hour
• Self-Paced
• Free Online Course