10 Years in Data: 10 Lessons That Shaped My Career

This year marks a major milestone for me: 10 years in the data and analytics industry. Over the past decade, I’ve had the privilege to work across various domains, lead talented teams, implement large-scale cloud architectures, and help organizations transform raw data into strategic advantage.

How to Extract HubSpot Data to Azure Data Lake Using Azure Data Factory

In today’s data-driven world, integrating marketing and sales data from platforms like HubSpot into a centralized storage system such as Azure Data Lake is critical for advanced analytics and reporting. Azure Data Factory (ADF) makes it simple to automate this process without writing any code. In this guide, we'll walk through the exact steps needed to pull data from HubSpot and store it in Azure Data Lake Storage Gen2 in JSON format.

How to Pause and Resume Dedicated SQL pool (SQL DW) using Azure Data factory.

Azure Dedicated SQL pool (SQL DW) has many benefits like Massive parallel processing (MPP) architecture to scale compute and storage resources independently, allowing for high-performance analytics but one big issue with this Azure resource is the cost associated with it. Microsoft charges Dedicated SQL Pool on Hourly basis, so it means then you must pay when the SQL DW is on even if you are not using it for development or analysis.

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