How Clustering can be Used as a Preprocessing Technique for Classification in Azure Machine Learning
Learn about using classification as a technique to prepare your data for additional machine learning analysis.
2026-07-15
1,028 reads
Machine Learning
Supervised versus Unsupervised Training of an Artificial Neural Network
Supervised training of an artificial neural network entails training the network to associate defined patterns with specified labels. Optical Character Recognition is an example of supervised training, where each input pattern is mapped to an alphanumeric character. In unsupervised training, a neural network learns to extract recurring patterns from noisy data. One of the earliest […]
2026-03-06
1,242 reads
Forget the Models, Your Data is the Secret Sauce for Generative AI
Generative AI holds immense potential for businesses, but its success depends on the quality of your data. High-quality, strategically managed data is essential for building trustworthy, unique, and competitive AI applications. This article explores how AI leverages your data through embeddings, outlines best practices for data management, and emphasizes the importance of responsible AI development. By prioritizing data quality and effective management, you'll position your business to reap the full benefits of Generative AI and drive innovation.
2024-02-21
3,072 reads
Automated Machine Learning: Just How Much?
An interview with three data scientists and guided automation experts There is currently a lot of talk about automated machine learning....
2019-05-17
How AI and machine learning are improving customer experience
From data quality to personalization, to customer acquisition and retention, and beyond, AI and ML will shape the customer experience of the future.
What can artificial intelligence (AI) and machine...
2019-05-14
Machine Learning 101: The Mathematics of an Artificial Neural Network
This article (1) demonstrates an artificial neural network as it learns to recognize alphanumeric characters and (2) elucidates the mathematics of the feed-forward/back-propagation algorithm the artificial neural network employs.
2018-07-02
2,699 reads
Understanding Machine Learning
This article describes about the understanding Machine Learning and bits of Artificial Intelligence as it’s a superset of Machine Learning.
2019-05-27 (first published: 2018-03-06)
9,497 reads
Blogs
The Book of Redgate:A Prehistory
By Steve Jones
I’ve covered the values in a number of previous posts on the Book of...
Evidence-bound: what AgentDBA will and won’t link
By Arun Sirpal
When the evidence names the database, it says so. When it doesn’t, it stops....
Prep data for AI vs. Fabric Data Agent Instructions: What Goes Where?
By James Serra
Making Data AI-Ready, Part 3 (This is the final article in a three-part series...
Forums
Four Rules for Adding AI Without Breaking What Already Works
Comments posted to this topic are about the item Four Rules for Adding AI...
SQL Server 2025 section missing?
Hello, the title says it all. Is the SQL Server 2025 section missing?
A design question in a parent child relationship
I am not sure which is the best way to proceed. I have parent...
Question of the Day
Hyperscale Replicas III
In an Azure SQL Database Hyperscale Edition, how many named replicas can be configured?
See possible answers