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
980 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
1,204 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
3,029 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
2,674 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)
9,473 reads
Blogs
The GO Barrier: Why SSMS Multi-Server Query Waits for the Slowest Connection
By Zikato
I deployed a schema change to 30 servers using multi-server query and deploy-at-low-priority. Small...
10 Things I Hate About Fabric Deployment Pipelines— And Some Alternatives
Fabric deployment pipelines look like they solve CI/CD for Fabric content, especially for people...
The Book of Redgate: Evidence
By Steve Jones
We aren’t the only company that does this, but Redgate Software does try to...
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A Challenge of Our Knowledge
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The memory toll of VARCHAR(MAX) in SQL Server
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Transaction Log Truncation
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Question of the Day
Transaction Log Truncation
In SQL Server 2025, where can I find information about items that prevent or delay the transaction log truncation?
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