Handling Slowly Changing Dimensions (SCD) using Delta Tables
Handling the challenge of slowly changing dimensions using the Delta Framework- 20358Murphy ≡ DeepGuide
How to Connect Azure AD Managed Identities to AWS Resources
Setup secret-less access from Azure Data Factory to AWS S3- 20649Murphy ≡ DeepGuide
How to mask PII data with FPE using Azure Synapse
Learn to do Format Preserving Encryption (FPE) at scale, securely move data from production to test environments- 24217Murphy ≡ DeepGuide
5 Signs That Your Data is Modeled Poorly
Common Challenges In The Cloud era- 25257Murphy ≡ DeepGuide
Real-Time Crowdedness Predictions for Train Travelers
With Wessel Radstok Travelers on the Dutch Railways can use the app from the Dutch railway agency to plan their trip. While planning the trip, the app shows a prediction for the crowdedness of the train in question. This is shown as three categories: low- 29436Murphy ≡ DeepGuide
Streamlining Azure VM Performance While Slashing Costs: Proven Strategies for Optimal Efficiency
Overview While setting up an Azure VM, it is important to understand the pricing model and service offerings well in advance before setting up the environment. If not, we may end up paying exorbitant bills that could have been avoided if cost-optimization- 25131Murphy ≡ DeepGuide
Configuring Nemo-Guardrails Your Way: An Alternative Method for Large Language Models
As advancements in Large Language Models (LLMs) continue to revolutionize various applications, the challenge of ensuring their safe and...- 25312Murphy ≡ DeepGuide
Beginner Tutorial: Connect GPT Models with Company Data in Microsoft Azure
Using OpenAI Studio, Cognitive Search and Storage Accounts- 26558Murphy ≡ DeepGuide
CI/CD Pipelines for Data Processing Applications on Azure Part 1: Container Instances
Introduction Manually creating and deploying resources to Azure and other cloud providers is relatively easy and may, in some case, be enough. However, more often than not, deployed resources will need to change over time, which in turn requires a lot of- 25166Murphy ≡ DeepGuide
Building a Single Customer View Using Open-Source Tools and Databricks
A scalable data quality and record linkage workflow enabling customer data science- 25034Murphy ≡ DeepGuide
Adapting the Azure Landing Zone for a Data Platform in the Cloud
Working with sensitive data or within a highly regulated environment requires safe and secure cloud infrastructure for data processing...- 25720Murphy ≡ DeepGuide
Model Management with MLflow, Azure, and Docker
A guide to tracking experiments and managing models- 25734Murphy ≡ DeepGuide
End-to-End Machine Learning in Azure
How to train and deploy a machine learning model in Azure- 28703Murphy ≡ DeepGuide
How to Expose Delta Tables via REST APIs
Three architectures discussed and tested to serve delta tables- 28714Murphy ≡ DeepGuide
Orchestrating a Dynamic Time-series Pipeline in Azure
Explore how to build, trigger, and parameterize a time-series data pipeline with ADF and Databricks, accompanied by a step-by-step tutorial- 20805Murphy ≡ DeepGuide
Maximize Savings on Your Unused Fabric Capacities
Disclaimer: This post will not cover what Microsoft Fabric is or how to use it. Fabric is a unified data platform that offers shared experiences, architecture, governance, compliance and billing. Capacities provide the computing power that drives all thes- 27401Murphy ≡ DeepGuide
Model Deployment with FastAPI, Azure, and Docker
A Complete Guide to Serving a Machine Learning Model with FastAPI- 21791Murphy ≡ DeepGuide
How to Parallelize Copy Activities in Azure Data Factory
Optimizing Data Transfer for Enterprise Data Lakes- 23041Murphy ≡ DeepGuide
Demystifying Azure Storage Account network access
Service Endpoints and Private Endpoints Hands-On: Including Azure Backbone, Storage Account Firewall, DNS, VNET and NSGs.- 26272Murphy ≡ DeepGuide
How to Securely Connect Microsoft Fabric to Azure Databricks SQL API
Integration architecture focusing on security and access control- 25625Murphy ≡ DeepGuide
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We look at an implementation of the HyperLogLog cardinality estimati
Using clustering algorithms such as K-means is one of the most popul
Level up Your Data Game by Mastering These 4 Skills
Learn how to create an object-oriented approach to compare and evalu
When I was a beginner using Kubernetes, my main concern was getting
Tutorial and theory on how to carry out forecasts with moving averag