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Learn Unstructured Data online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
19 courses
Great Learning
Deep Learning is an essential and influential part of Machine Learning. Its ability to process a large number of features when encountered with unstructured data makes it a powerful concept that one must be aware of. Deep Learning focuses on neural networks and is advantageous in many ways. Check o…
IBM
This course provides foundational big data practitioner knowledge and analytical skills using popular big data tools, including Hadoop and Spark. Learn and practice your big data skills hands-on.
Google
Are the answers you need buried in a dataset you can't decipher? In this course, you’ll learn to use AI as your analytical partner to transform unstructured data into clear, actionable insights. You’ll use Gemini to identify the right success metrics for any project and practice converting messy, r…
Microsoft
Discover how Data Lake Storage provides a repository where you can upload and store unstructured data bringing new efficiencies to processing big data analytics.
Great Learning
Data Science is a field of Computer Science that employs scientific methods, processes, algorithms, and systems to extract information and derivations from structured and unstructured data. Mathematical concepts are applied acros…
MIT OpenCourseWare
This is a fast-paced introduction to deep learning with an emphasis on developing a practical understanding of how to build models to solve complex problems involving unstructured data. Topics include the basics of deep neural networks and how to set up and train them, convolutional networks to pro…
The Hong Kong Polytechnic University
Understand key concepts in the data analytics process, along with the practical application using accounting and finance data sets.
Microsoft
You'll learn to design cloud infrastructure and data storage solutions in Microsoft Azure, including planning virtual networks, configuring virtual machines, and implementing databases and storage accounts.
DeepLearning.AI
Enhancing a RAG system’s performance depends on efficiently processing diverse unstructured data sources. In this course, you’ll learn techniques for representing all sorts of unstructured data, like text, images, and tables, from many different sources and implement them to extend your LLM RAG pip…
Google Cloud
This is a self-paced lab that takes place in the Google Cloud console. In this lab you use Cloud Functions and Pub/Sub to create an end-to-end document processing pipeline using Document AI. The Document AI API is a document understanding solution that takes unstructured data, such as documents and…
Google Cloud
This is a self-paced lab that takes place in the Google Cloud console. Cloud Dataprep by Trifacta is an intelligent data service for visually exploring, cleaning, and preparing structured and unstructured data for analysis. In this lab you will explore the Cloud Dataprep UI to build a data transfor…
Microsoft
This course provides a comprehensive overview of data storage and management approaches for big data. Learners will explore structured, semi-structured, and unstructured data formats, compare SQL and NoSQL database technologies, and implement data lakes and data warehouses. The course includes work…
MIT Professional Education
Examine how the latest tools, techniques, and algorithms driving modern and predictive analysis can be applied to produce powerful results, even when using unstructured data. In this highly interactive course, you’ll gain insights into what kinds of problems these methods can and cannot solve, how…
IBM
This course prepares learners to engineer governed unstructured data pipelines for AI training, semantic search, and RAG systems. Learners design ingestion workflows for documents and multimodal content, apply extraction and OCR-aware processing, normalize text while preserving useful structure, de…
Fractal Analytics
Modern GenAI (LLMs, RAG, agentic AI) succeeds or fails on the quality, structure, and governance of the data behind it. In this course, you’ll learn how structured and unstructured data drive GenAI applications, and how to design comprehensive data frameworks, taxonomies, and governance practices t…
Coursera
Embed Everything is an intermediate-level course designed for machine learning practitioners and Python developers who want to master the art of converting unstructured data into powerful numerical representations. In a world where data is king, its value is often locked away in complex formats lik…
Packt
This course provides a clear path to mastering Azure data fundamentals and preparing for the DP-900 certification exam. It covers key concepts such as structured, semi-structured, and unstructured data, along with essential Azure services, ensuring learners build a strong foundation in cloud data s…
Packt
Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. Unlock the full potential of unstructured data b…
