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

Consuming Data with GatsbyJS

Learn how to get data from various data sources in GatsbyJS. This course will teach you how to consume data from a WordPress back-end, a headless CMS, external GraphQL and REST APIs and to acquire and display data at run-time instead of build-time.

• Pluralsight
• 1 hour 28 minutes
• On-Demand
• Free Trial Available

Innovating with Data and Google Cloud

Cloud technology on its own only provides a fraction of the true value to a business; When combined with data–lots and lots of it–it has the power to truly unlock value and create new experiences for customers.

• Pluralsight
• 1 hour 26 minutes
• On-Demand
• Free Trial Available

Analyze Unstructured Documents with Azure Form Recognizer - Updates and AI Fundamentals

Explore Azure Form Recognizer updates for analyzing unstructured documents and learn about AI fundamentals in this comprehensive live session featuring expert demonstrations and practical insights.

• YouTube
• 2 hours
• On-Demand
• Free Video

Data Science Dojo

Trend Analysis Using Unstructured Data from WallStreetBets

Explore trend analysis using WallStreetBets data from Reddit. Learn data acquisition, parsing, and unsupervised methods for topic modeling, timelines, and prediction in this insightful webinar.

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

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

Prodramp

Adding Layers and Forward Functions to Your Neural Network in PyTorch

Learn to create neural networks in PyTorch: design layers, implement forward functions, and adapt models for various data types. Hands-on examples cover basic to complex architectures for structured and unstructured data.

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

Open Data Science

Accelerating the Journey to Document Understanding AI

Unlock document value with AI: transform unstructured data into actionable insights using Vision and NLP. Learn possibilities, capabilities, and implementation strategies for Document AI technology.

• YouTube
• 32 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

Alan Turing Institute

Data for Disaster Management - Steven Reece

Explore machine learning approaches for data fusion in disaster management, combining diverse sources to enhance situation awareness and improve response effectiveness.

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

Databricks

Efficient Query Processing for Unstructured Data Using Machine Learning

Explore efficient query processing techniques for unstructured data using machine learning, including proxy scores and clustering methods to accelerate analysis and reduce costs.

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

Bill Buchanan OBE

Cyber & Data - What is Data?

Explore data types, formats, and structures in cybersecurity. Learn parsing, encoding, compression, and file analysis techniques for effective data handling and security.

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