Machine Learning Binary Classification Performance in SQL Server
Unlock the potential of machine learning binary classification and learn how to implement effective performance metrics in SQL Server.
Artificial Intelligence
Explore the world of artificial intelligence through our curated articles. Stay updated on the latest trends and techniques in AI.
Introduction to Generative AI: Attention Mechanism
Explore the generative AI attention mechanism and its role in transforming complex language tasks with improved accuracy and efficiency.
Principal Component Analysis for Machine Learning
Demystify Principal Component Analysis and learn its role in unsupervised learning for clearer data visualization and analysis.
Natural Language Query for SQL Server
Learn how to use a natural language query to run SQL Server queries using Ollama along with a stored procedure and PowerShell script.
Database Modernization with AI-Powered Tools
Join this session to learn about AWS Database Migration Service's new Generative AI-powered schema conversion capability.
K-Means Clustering in SQL Server
Learn how to implement k-means clustering, an unsupervised machine learning algorithm to group data, using just SQL Server and TSQL.
Convolutional Neural Networks for Machine Learning
This tip simplifies Convolutional Neural Networks by focusing on their structure, how they extract features from images, and applications.
Long Short-Term Memory Network for Machine Learning
Learn about machine learning with long short-term memory networks in this step by step article using Python code.
Copilot Support for the Analytics Engineer
Learn about the role of the Analytics Engineer and how the use of copilot analytics can greatly improve productivity if used correctly.
SQL Server Semantic Search using New AI Features
Learn to use Vector and AI models to enrich T-SQL capabilities with SQL Server semantic search using natural language to query tables.
Recurrent Neural Network Introduction
This tip provides a simplified introduction to Recurrent Neural Networks (RNN), focusing on their structure and how they handle sequences.
Neural Network in SQL Server
In this article we look at how to build a neural network in SQL Server with just SQL code and no external tools.
Using local Large Language Model OLLAMA with SQL Server
Learn how to use a local Large Language Model OLLAMA with SQL Server and ask the model questions using SQL code.
Integrating AI and Machine Learning with SQL Server
Organizations are relying more and more on artificial intelligence (AI) and advanced analytics to boost operational efficiency, enhance decision-making, and provide actionable insights due to the demands of a dynamic marketplace. Even though AI and machine learning (ML) are becoming…
Introduction to Machine Learning with Neural Networks – Part 3
This tip introduces Neural Networks concepts, how they work and an example of how to build using Python code.
Logistic Regression and K-Fold Cross Validation in Machine Learning
In this tip, we look at logistic regression alongside K-Fold cross-validation, to locate better hyperparameters for our ML models.
Building a Microservices Application with Azure Container Apps and Dapr
This tutorial provides an overview of the main technologies to let you create a microservice application using Azure Container Apps and Dapr.
Creating a Chatbot with Azure AI Search and OpenAI Studio
In this article, we look at how you can create a chatbot using Azure AI Search along with OpenAI Studio to create a custom chatbot.
Create a Knowledge Base with React, Strapi, and AI
Learn how to create a knowledgebase using React Native, Strapi, and AI in this step by step tutorial along with all the needed code.
Implement Linear Regression in Python for Machine Learning
Python examples to learn about linear regression, cost functions, and gradient descent when working with machine learning tools.
Naive Bayes Model for Machine Learning and AI
This tip introduces the Naïve Bayes Model and how to implement it with Python for AI and Machine Learning.
Machine Learning Introduction: KNN Model
This tip will introduce and implement the K-Nearest Neighbors model in Python to give you a better understanding of how machine learning works.
AI Chatbot with Message History using LangChain and SQL
In this tutorial, you will learn how to create a message history and a UI for a LangChain chatbot application.
Text Cleaning and Preprocessing with Python for NLP Tasks
This tip introduces basic text preprocessing and cleaning techniques with Python that can be used before feeding the data to a machine-learning model.