Building a Machine Learning Pipeline for Retail Insights: A Comprehensive Guide
Build a machine learning pipeline for retail insights: data prep, feature engineering, model training and deployment to predict customer behaviour.
Migrating from Azure SSIS to dbt: A Comprehensive Guide
Migrate from Azure SSIS to dbt step by step: compare concepts, rebuild ETL workflows as dbt models, test, schedule and optimise in the cloud.
Posted inAWS Big data Data Wrangler
How Amazon EMR Works with SageMaker Data Wrangler
How Amazon EMR and SageMaker Data Wrangler work together: process big data with Spark on EMR and prepare features for machine learning.
AWS EMR Studio and EMR Serverless: A Guide to Creating and Managing Applications
Create and manage applications with AWS EMR Studio and EMR Serverless: setup, running Spark jobs, monitoring and cost considerations.
AWS Database Migration Service (DMS): A Complete Guide to Seamless Data Migration
A complete guide to AWS Database Migration Service (DMS): plan, configure and run database migrations to AWS with minimal downtime.
AWS Glue: A Comprehensive Guide to ETL and Data Integration in the Cloud
AWS Glue explained: crawlers, Data Catalog, ETL jobs and triggers to integrate and transform data in a fully managed, serverless service.
Empowering Data Analytics and AI: A Deep Dive into Databricks’ Innovations
A deep dive into Databricks innovations for data analytics and AI: lakehouse, Unity Catalog, Delta Lake and generative AI features.
Mastering Data Workflows: Dynamic Customer Data Pipelines with Azure Data Factory Parameterization (2024 Update)
Build dynamic customer data pipelines with Azure Data Factory parameterisation: parameters, dynamic file names and reusable pipeline patterns.
Posted inAzure Big data Microsoft Fabric
A Comprehensive Guide to Microsoft Fabric: Unifying Data and Analytics in the Cloud
A comprehensive guide to Microsoft Fabric: data integration, engineering, warehousing, real-time analytics and Power BI in one unified platform.
A Comprehensive Guide to Azure Cosmos DB: The Ultimate NoSQL Database for Modern Applications
Azure Cosmos DB explained: global distribution, consistency levels, APIs and pricing for building fast, modern NoSQL applications.