Unstructured Data Courses and Certifications

Preprocessing Unstructured Data for LLM Applications

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

Foundations of mining non-structured medical data

24 ratings at Coursera

Explore foundations of mining non-structured medical data, covering challenges, NLP, image analysis, and data analytics in healthcare. Gain insights for innovative applications in the medical field.

• Coursera
• 6 hours 47 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Data Analysis for Government

946 ratings at Udemy

Get started on your journey to become a government data analysis rockstar.

• Udemy
• 1 hour 12 minutes
• On-Demand
• Free Online Course

Hadoop Spark Hive Big Data Admin Class Bootcamp Course NYC

201 ratings at Udemy

Learn installations and architecture of Hadoop, Hive, Spark, and other tools. Handle structured & Unstructured Data

• Udemy
• 1 hour 26 minutes
• On-Demand
• Free Online Course

Creating a Data Transformation Pipeline with Cloud Dataprep

Visually explore, clean, and prepare structured and unstructured data for analysis using Cloud Dataprep's intuitive interface to build an efficient data transformation pipeline.

• Coursera
• 1 hour
• On-Demand
• Paid Course

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

CompTIA Data+ (DA0-001) Cert Prep: Domain 1.0 Data Concepts and Environments

185 ratings at LinkedIn Learning

Learn about data schemas and dimensions, different data types, common data structures, and file formats, so that you can pass domain 1 of the CompTIA Data+ (DAO-001) exam.

• LinkedIn Learning
• 44 minutes
• On-Demand
• Free Trial Available

Getting Started with Azure Data Workloads

95 ratings at Pluralsight

This course will teach you about core data concepts including the different types of data, databases, and workloads, and the differences between batch and streaming data.

• Pluralsight
• 43 minutes
• On-Demand
• Free Trial Available

Power BI Data Import Playbook

83 ratings at Pluralsight

Connecting to data is often the first place to begin when starting a new Power BI report. This course will teach you the skills and techniques for connecting to a wide range of data sources from Power BI.

• Pluralsight
• 1-2 hours
• 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

Data Explained

22 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

Creating an Analytical Dataset

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

• Udacity
• 2 weeks
• On-Demand
• Free Online Course

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

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

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 Online Course