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Data Modelling Uncovered: Exploring Inmon, Kimball, and Data Vault with Real-World Examples
In the previous post, we briefly introduced the three main data modelling approaches— Inmon , Kimball , and Data Vault —using a fun and...
Benjamin Tabares Jr
Mar 289 min read
23 views


Data Modelling Frameworks: Understanding Inmon, Kimball, and Data Vault
When it comes to modelling data for data warehouses, there are several approaches, but the three most prominent ones you're likely to...
Benjamin Tabares Jr
Mar 214 min read
45 views


Harnessing the Power of DataOps: A New Era of Data Workflow Efficiency
Cultural habits and practices Recently, I’ve been exploring Fundamentals of Data Engineering by Joe Reis and Matt Housley, which...
Benjamin Tabares Jr
Mar 64 min read
27 views


A Guide to Choosing the Right Tools and Technologies for Data Architecture
Choosing the right tools In the previous post, we explored a framework for translating data requirements into a robust data...
Benjamin Tabares Jr
Feb 273 min read
41 views


Transforming Data Requirements into Scalable Architecture
I recently completed the DeepLearning.ai Data Engineering Professional Certificate , and one topic that stood out to me was the...
Benjamin Tabares Jr
Feb 222 min read
67 views


Leveraging Databricks and Kubernetes for Efficient, Scalable Machine Learning
Overview I collaborated with a multi-cloud data consulting firm to implement this project, leveraging existing Azure Databricks...
Benjamin Tabares Jr
Feb 85 min read
42 views


Principles of Good Data Architecture
As part of my annual 'learn-unlearn-relearn' practice, I’ve focused on developing a deeper, more comprehensive understanding of Data...
Benjamin Tabares Jr
Feb 12 min read
53 views


Building a Simple Content Retrieval Web App with Pinecone and Python Flask
Overview This proof-of-concept project, developed during the COVID-19 pandemic, showcases an end-to-end Natural Language Processing...
Benjamin Tabares Jr
Jan 242 min read
41 views


Create an AWS Lambda function using a Container image (Dockerfile) stored in AWS ECR
Overview While creating an AWS Lambda function deployment package (zip file) for one of my ETL projects, we encountered the frustrating...
Benjamin Tabares Jr
Jan 225 min read
90 views
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