The SunnyData Blog

Explore insights and practical tips on mastering Databricks Data Intelligence Platform and the full spectrum of today's modern data ecosystem.

Nicanor Medina Nicanor Medina

Redshift to Databricks - Part 2: Technical Implementation Guide

This guide dives into the technical steps required to migrate from Amazon Redshift to Databricks. Covering everything from discovery and data evaluation to security protocols and cost estimation, it offers detailed, practical strategies for managing dependencies, optimizing queries, and planning for future scalability within Databricks’ robust ecosystem.

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Josue Bogran Josue Bogran

Are we in an AI Bubble?

There is a lot of buzz around GenAI, LLMs, AI, and ML. Knowing what you should implement or not implement is tough.
In this set of 3 videos, our Technical Advisor Josue Bogran has a frank and open conversation about these subjects with Denny Lee, Principal Developer Advocate at Databricks.

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Josue Bogran Josue Bogran

Databricks SQL in 5 Minutes

Databricks SQL is easy to get started and highly performant. Don't just take our word for it. Check out the video our technical advisor Josue put out that shows how simple it is to get started with, as well as another video that he did comparing Databricks vs Snowflake query performance.

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Nicanor Medina Nicanor Medina

Redshift to Databricks - Part 1: Why and How to Start Your Migration

This blog introduces the strategic benefits and challenges of migrating from Amazon Redshift to Databricks. It covers Redshift’s legacy limitations, Databricks' advantages, and critical migration factors. The article provides an overview of key planning steps, including architecture considerations and phased migration strategies, setting the stage for technical execution in the upcoming part two.

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Josue Bogran Josue Bogran

Sigma + Databricks: A Great BI Tool for the Data Intelligence Platform

Sigma offers a user-friendly BI tool ideal for building and managing dashboards. With intuitive features, seamless embedding, and live data connections, it excels in usability. However, its steep pricing and lack of Git integration may deter small businesses. SunnyData recommends Sigma for startups and enterprises seeking responsive, customizable solutions.

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Nicanor Medina Nicanor Medina

How to Migrate Databricks from GCP to Azure or AWS

This blog explores the migration process of Databricks from one cloud provider (GCP) to another (Azure or AWS). It emphasizes using tools like Terraform for seamless migration, best practices for handling resources, data, and configurations, and discusses strategic reasons for switching cloud platforms.

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Nicanor Medina Nicanor Medina

Why no one migrates from Databricks to Snowflake

This blog explores why companies are increasingly migrating from Snowflake to Databricks, highlighting Databricks’ integrated platform, cost-efficiency, and comprehensive data and AI capabilities. The post examines the pitfalls of Snowflake's pricing and its struggle to replicate Databricks' functionality.

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Josue Bogran Josue Bogran

Fabric Meets Databricks: A Technical Review

This blog compares Microsoft Fabric and Databricks, focusing on pricing, features, governance, and scalability. It concludes that while Fabric suits smaller businesses, Databricks excels for medium to large enterprises due to its flexibility, innovation, and advanced data capabilities.

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Jeronimo Acosta Jeronimo Acosta

Why Migrate to Databricks?

Migrating to Databricks offers companies unmatched benefits, including cost efficiency, scalability, and advanced AI/ML capabilities. With a unified platform and robust data governance, Databricks empowers businesses to modernize their data estates, ensuring they’re future-ready and positioned for growth.

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Nicanor Medina Nicanor Medina

Step Away From “The State Of The Art”

This blog argues against the rush to adopt the latest AI technologies, emphasizing the importance of strong data engineering foundations and "Classic Analytics." It advocates for a balanced, pragmatic approach to AI adoption, ensuring long-term success over short-term gains.

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Josue Bogran Josue Bogran

Databricks AI/BI Series: A Technical Overview of AI/BI Genie

Databricks AI/BI Genie leverages advanced AI models and Unity Catalog to answer business-specific queries with precision. This blog explores its potential to surpass traditional dashboards, offering a powerful tool for real-time, self-service analytics in a governed environment.

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Jeronimo Acosta Jeronimo Acosta

Fabric Meets Databricks: A Preliminary Review for Data Practitioners

This article provides an initial analysis of Microsoft Fabric, comparing it with Databricks. It discusses why Fabric may not meet enterprise needs and explores potential integrations between Fabric and Databricks, highlighting how they can complement each other in data projects.

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Josue Bogran Josue Bogran

Databricks AI Assistant: SQL Review

Databricks' AI Assistant is now GA and excels in SQL tasks, leveraging Unity Catalog metadata. It consistently delivers functional SQL queries and follows instructions well, proving itself superior to alternatives like ChatGPT for SQL code generation. Watch the video for insights.

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Kailash Thapa Kailash Thapa

Demystifying the Data Mesh: Key Aspects and Strategic Considerations.

The Data Mesh approach decentralizes data management to empower business units, facilitating quicker and informed decision-making. While promising for large institutions with mature data strategies, it presents challenges such as complexity, data fragmentation, and loss of economies of scale. SunnyData offers insights into whether Data Mesh is suitable for your organization.

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Josue Bogran Josue Bogran

Databricks Myths vs. My Own Personal Experience

Transitioning to Databricks reduced costs by $19K/month and streamlined data operations. Learn how Databricks' unified platform simplifies data engineering and boosts efficiency in our latest blog.

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