Unstructured Data Courses and Certifications

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
• On-Demand
• 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
• On-Demand
• Free Video

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

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
• On-Demand
• 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
• On-Demand
• Paid Course

Redis + AI: Building a Vector Database with Redis

This course shows developers how to exploit ready-made AI-related tools in Redis.

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

Discover how to manage IBM Cloud storage accounts, implement data governance, and handle both structured and unstructured data with effective storage solutions.

• IBM Training
• 1 hour
• On-Demand
• Free Online Course

Microcredential

DP-900: Microsoft Azure Data Fundamentals v1.1

Master Azure data fundamentals for DP-900 certification covering cloud data services, analytics, business intelligence, and core data concepts with hands-on practice.

• Codecademy
• 23 hours
• On-Demand
• Free Trial Available

Tech with Tim

ADVANCED Python AI Agent Tutorial - Using RAG

1 review

Learn to create an AI agent with RAG capabilities, utilizing various tools for task-specific actions. Explore data querying, agent building, and unstructured data handling in Python.

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

Caleb Curry

Db2 SQL All-in-One Quick Start Tutorial Series

Comprehensive introduction to Db2 SQL covering database fundamentals, data structures, CRUD operations, relationships, and normalization for beginners and intermediate users.

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

Caleb Curry

Intro to NoSQL and JSON

Explore NoSQL databases and JSON format for handling unstructured data in modern applications. Learn key concepts and benefits for efficient data management.

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

John Savill's Technical Training

Azure Master Class - Database and AI Services - Module 9

Explore Azure's database and AI services, covering data structures, SQL Server, open-source options, Cosmos DB, encryption, analytics, and machine learning for comprehensive cloud solutions.

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

Google Cloud Tech

BigQuery Vector Search and Embedding Generation for Semantic Analysis

Unlock semantic search with BigQuery: transform unstructured data into embeddings, enabling powerful analysis and connections beyond traditional keyword searches.

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

AI Engineer

Anchoring Enterprise GenAI with Knowledge Graphs

Discover how knowledge graphs bridge structured and unstructured data gaps in enterprise GenAI, enabling higher accuracy retrieval through GraphRAG for organizational success.

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

Preparar datos para la exploración

1603 ratings at Coursera

Aprende a recopilar, organizar y proteger datos para análisis efectivo, incluyendo tipos de datos, sesgos, bases de datos, ética y mejores prácticas de gestión de información.

• Coursera
• 22 hours 24 minutes
• On-Demand
• Paid Course