Data Mining Part 36: Verifying the accuracy of the model
In this new chapter we will show how to verify the accuracy of the mining models.
IDEs sweet but beguiling
IDEs are wonderful, but tend to lull you out of the good habits of thinking up front about how the code you write will be monitored and tested. So argues Phil Factor.
The Dangers of Algorithms
How we implement algorithms can change the way the world works with our software. Steve Jones wonders if we should be disclosing the algorithms themselves.
Redgate Instant Clone Beta
Redgate is in an early research phase of a tool that helps provision production-like databases for dev and test in a way that saves both time and storage. The team involved are looking for volunteers to provide feedback on the product as it's developed. If you think you'd be interested in trying out the tool, sign up for the beta program now.
SQL Server Performance Troubleshooting with SQL Monitor 5
Any SQL Server monitoring tool must gather the metrics that will allow a DBA to diagnose CPU, memory or I/O issues on their SQL Servers. It should also provide a set of accurate, reliable, configurable alerts that will inform the DBA of any abnormal or undesirable conditions and properties, as well as specific errors, on any of the monitored servers. This article provides an in-depth guide to the monitoring and alerting functionality available in one such tool, Redgate SQL Monitor. It focuses on the latest edition (5.0), which includes several key new features, such as performance diagnosis using wait statistics, the ability to compare to baselines, and more.
Database Design Follies: NULL vs. NOT NULL
It sounds simple enough. Either your column will always have a value or it may not. Yet somehow such a seemingly simple decision can become a never-ending debate where database schema begins to resemble superstition and designing effective tables seems more contentious than you expected it to be.
Public Data Sets
A list of data sets you can download and play with for practice, demos, or your own analysis.
Connected Development with SQL Server Data Tools
Although SQL Server Data Tools (SSDT) encourages 'disconnected' database development, it also provides the SQL Server Object Explorer (SSOX) tool in SSDT’s Visual Studio shell to connect to a live development instance or view an SSDT project once all references have been resolved.
Unique Records In Oracle
Defining unique records in an Oracle table is necessary for employee data, and manufacturing part numbers and user names, to name a couple of examples. David Fitzjarrell looks at the various ways uniqueness can be defined, and which method may not be acceptable to third-party applications.
Blogs
5 Starter Projects for Your AI and Data Engineering Portfolio
Reading tutorials is fine. Shipping something is better. If you are trying to break...
The Book of Redgate: Taking Breaks
By Steve Jones
We work hard at Redgate, though with a good work-life balance. One interesting observation...
Database AI Agents: The Read-Only Rule
By Arun Sirpal
Fourth in a series on Ai and databases. What Read-Only Advisory Actually Means A...
Forums
Pro SQL Server Internals
Comments posted to this topic are about the item Pro SQL Server Internals
SQL ART: Who's Blocking Who? Visualising SQL Server Blocking With Spatial Geometry
Comments posted to this topic are about the item SQL ART: Who's Blocking Who?...
Running SQLCMD II
Comments posted to this topic are about the item Running SQLCMD II
Question of the Day
Running SQLCMD II
I run this command to start SQLCMD:
sqlcmd -S localhost -E -c "proceed"At the prompt, I type this (the 1> and 2> are prompts):
1> select @@version 2> goWhat happens? See possible answers