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
1,016 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
1,225 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
3,052 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
2,688 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)
9,488 reads
Blogs
Automated SQL Server Benchmarking with HammerDB and Docker: A Complete Testing Framework
I’m excited to announce the release of a new open-source project that fully automates...
T-SQL Snapshot Backups on Availability Group Secondary Replicas
One of my favourite features of SQL Server 2022 was the T-SQL Snapshot Backups....
The Book of Redgate: Hours
By Steve Jones
I have said and written this many times: Redgate Software is the type of...
Forums
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Question of the Day
ORDER BY alias
There is a table tmp_tab:
CREATE TABLE tmp_tab ( id int, val int );
INSERT INTO tmp_tab VALUES (1, 1), (2, NULL), (3, 3), (4, 4), (5, 5);You want to order the rows ids by the following expression:
ISNULL(val, id) + 1Which of the following queries produces the expected ordering and why? (Select all correct) See possible answers