Get Started Resources
Explore essential resources to kickstart your journey with Databricks. Access tutorials, guides, and...
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GTA V Crack
This is the recent crack that I created for windows. It installs itself automatically. You can download it here:https://filehoster.site/4e0guf2Note: because this program is obviously not verified by Microsoft you need to allow it to run.
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Handling Complex Nested JSON in Databricks Using schemaHints
When I first got into managing schemas in Databricks, it took me a while to realize that putting in a little planning up front could save me a ton of headaches later on.I was working with these deeply nested, constantly changing JSON files. At first,...
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Databricks for Identity Systems - Part 1
Howdy! Welcome to my first blog! As an Identity System Administrator, I would say that a good portion of my day was spent configuring Okta and other identity systems. As I have moved more into an Identity Engineering role, analytics has become more i...
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Mastering DBR Migrations at Scale
In an era where data drives innovation and competitive advantage, protecting it becomes a non-negotiable priority. Particularly when it involves sensitive information, even minor lapses can translate into significant risks and losses. For organizatio...
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Building Intelligent AI Agents: The Complete Guide From Blueprint to Enterprise Deployment
Introduction The world of Artificial Intelligence (AI) is evolving rapidly, and AI Agents are at the forefront of this transformation. These intelligent systems, powered by Large Language Models (LLMs), are redefining how businesses solve complex pro...
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Read Delta Tables with Snowflake via Unity Catalog
Data practitioners often struggle to choose between open data formats like Apache Iceberg and Delta Lake (Linux Foundation) due to inconsistent support across different data platforms. To address this, Databricks introduced Uniform in 2023 and acquir...
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Where PySpark and SparkSQL Fit Best in the Enterprise
1. Context2. Performance Differences Between SparkSQL and PySpark DataFrame API3. Functional Differences Between SparkSQL and PySpark4. Additional Considerations Based on Real-World Usage5. Conclusion 1. Context When building a data architecture, a...
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Regarding complex transformations, we can use UDFs in SQL as well. So, we can still use sparkSQL, and delegate complex transformations into UDF.
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The Ultimate Guide to Chunking Strategies for RAG Applications with Databricks
Over the years, I have collaborated closely with ML engineering leaders across various industries, guiding them on how to make the right chunking strategy decisions for their Retrieval-Augmented Generation (RAG) use cases. One of the biggest challeng...
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Thank you for the detailed explanation of chunking strategies with code.
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Securing Sensitive Data - Using Encryption, Secrets, and User Context Filter on PII Data
Problem Statement Let us start with setting some context. The problem statement that we are solving here is kept a bit generic as the solution can be applied to any similar situations. Consider a Payroll datasource with PII data is ingested into Data...
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Very detailed implementation guide related to data security.
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Understanding Coalesce, Skewed Joins, and Why AQE Doesn't Always Intervene
In Spark, data skew can be the silent killer of performance. One wide partition pulling in 90% of the data?But even with AQE (Adaptive Query Execution) turned on in Databricks, skewness isn't always automatically identified— and here’s why.What Is co...
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@mark_ott , this question seems right up your alley. Care to comment?
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From Data to Deals: Enhancing Seller Success with Databricks and Salesforce
Today, consumers leverage technology to enrich their shopping encounters through digital engagements, AI-driven interactions, and other digital channels before completing a purchase. On the other hand, sellers often need more technological support wh...
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Materials to pass Databricks Data Engineering Associate Exam
Hi Guys, I have passed it already some time ago, but just recently have summarized all the materials which helped me to do it. Pay special attention to GitHub repository, which contains many great exercises prepared by Databricks teamhttps://youtu.be...
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I passed my Databricks Data Engineering Associate exam after studying with https://bit.ly/4iaflcm. Their extensive collection of mock tests and Practice Software significantly boosted my score to 93%.
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Announcing the APJ Databricks Smart Business Insights Challenge: Empowering Data-Driven Decision Mak
Join APJ's premier AI/BI virtual challenge to solve real-world business problems, sharpen your skills, and compete for prizes using the Databricks Data Intelligence Platform. This challenge provides a unique opportunity to work together, apply AI-dri...
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How Do You Bridge the Gap Between AI Research and Real-World Use?
In this episode, Dipendra Kumar, Staff Research Scientist, and Alnur Ali, Staff Software Engineer at Databricks, discuss the challenges of applying AI in enterprise environments and the tools being developed to bridge the gap between research and rea...
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6 Migration Mistakes You Don’t Want To Make: Part 2
Welcome to Part 2 of this series. If you haven’t read Part 1, we recommend you start there. To recap so far: Between us, we have worked on over 30 customer migrations leading us to develop this list of high impact blunders that everyone can avoid: In...
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I found more in real practice 14 Critical Databricks Mistakes Advanced Developers Make: Security, Workflows, Environment
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