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#Databricks Azure Integration Reel by @azure_data_engineer - ๐—–๐—ผ๐—บ๐—ฝ๐—ฎ๐—ป๐˜†: ๐—ง๐—ถ๐—ด๐—ฒ๐—ฟ ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜๐—ถ๐—ฐ๐˜€ ๐—˜๐˜…๐—ฝ๐—ฒ๐—ฟ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ: 3-5 Years | ๐—ฅ๐—ผ๐˜‚๐—ป๐—ฑ: Level 2

 Hi everyone ๐Ÿ‘‹ Bookmark this if you have an 
๐—”๏ฟฝ
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@azure_data_engineer
๐—–๐—ผ๐—บ๐—ฝ๐—ฎ๐—ป๐˜†: ๐—ง๐—ถ๐—ด๐—ฒ๐—ฟ ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜๐—ถ๐—ฐ๐˜€ ๐—˜๐˜…๐—ฝ๐—ฒ๐—ฟ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ: 3โ€“5 Years | ๐—ฅ๐—ผ๐˜‚๐—ป๐—ฑ: Level 2 Hi everyone ๐Ÿ‘‹ Bookmark this if you have an ๐—”๐˜‡๐˜‚๐—ฟ๐—ฒ ๐——๐—ฎ๐˜๐—ฎ ๐—˜๐—ป๐—ด๐—ถ๐—ป๐—ฒ๐—ฒ๐—ฟ ๐—ถ๐—ป๐˜๐—ฒ๐—ฟ๐˜ƒ๐—ถ๐—ฒ๐˜„ coming up. Below is a snapshot of actual questions asked in a recent interview ๐Ÿ‘‡ ๐—ฃ๐—ฟ๐—ผ๐—ท๐—ฒ๐—ฐ๐˜ & ๐—ฃ๐—ถ๐—ฝ๐—ฒ๐—น๐—ถ๐—ป๐—ฒ ๐—›๐—ฎ๐—ป๐—ฑ๐—น๐—ถ๐—ป๐—ด 1. Explain an end-to-end Azure Data Engineering project 2. How do you send notifications in Azure Data Factory? 3. How do you handle a pipeline failure in the middle? ๐——๐—ฎ๐˜๐—ฎ ๐— ๐—ผ๐—ฑ๐—ฒ๐—น๐—ถ๐—ป๐—ด & ๐—ช๐—ฎ๐—ฟ๐—ฒ๐—ต๐—ผ๐˜‚๐˜€๐—ถ๐—ป๐—ด 4. What is SCD Type 2? 5. What is a surrogate key? 6. Star schema vs Snowflake schema 7. What is normalization? ๐—ฆ๐˜๐—ผ๐—ฟ๐—ฎ๐—ด๐—ฒ & ๐—™๐—ถ๐—น๐—ฒ ๐—™๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐˜€ 8. Parquet vs Delta Lake and what do ACID transactions mean? 9. Delta architecture and Time Travel feature, how it works and how to implement it 10. ADLS Gen1 vs ADLS Gen2 11. Blob Storage vs ADLS Gen2 ๐—ฃ๐˜†๐—ฆ๐—ฝ๐—ฎ๐—ฟ๐—ธ 12. Explain every component in Spark architecture in detail 13. What is the explode function in PySpark? ๐—ฆ๐—ค๐—Ÿ ๐—–๐—ผ๐—ป๐—ฐ๐—ฒ๐—ฝ๐˜๐˜€ 14. What are OFFSET and LIMIT? 15. How do you find the 2nd highest salary in SQL? ๐—ฃ๐˜†๐—ฆ๐—ฝ๐—ฎ๐—ฟ๐—ธ / ๐——๐—ฎ๐˜๐—ฎ๐—ฏ๐—ฟ๐—ถ๐—ฐ๐—ธ๐˜€ ๐—–๐—ผ๐—ฑ๐—ถ๐—ป๐—ด 16. How do you find the 2nd highest salary in PySpark? 17. How do you implement a broadcast join in PySpark? 18. How do you implement SCD Type 2 using PySpark? 19. Write PySpark code to process data from the Bronze layer and load it into the Silver layer ๐—ช๐—ต๐˜† ๐˜๐—ต๐—ฒ๐˜€๐—ฒ ๐—พ๐˜‚๐—ฒ๐˜€๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐—บ๐—ฎ๐˜๐˜๐—ฒ๐—ฟ 1. Focus on end-to-end ownership, not just theory 2. Strong on Databricks + Delta Lake + ADF 3. Covers real-world failure handling & optimization 4. Exactly aligned with 3โ€“5 years Azure Data Engineer expectations #AzureDataEngineer #TigerAnalytics #Databricks #AzureDataFactory #PySpark DeltaLake BigData DataEngineering Data RecentInterview SQL ADF ADB InterviewPreparation
#Databricks Azure Integration Reel by @meet_kanth (verified account) - Databricks vs Microsoft Fabric for Data Engineering.

๐Ÿš€๐Ÿš€ Latest Syllabus on Azure Data Engineering Training Program with placements

Our Placement-F
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@meet_kanth
Databricks vs Microsoft Fabric for Data Engineering. ๐Ÿš€๐Ÿš€ Latest Syllabus on Azure Data Engineering Training Program with placements Our Placement-Focused Curriculum with Portfolio Building courses helps you build a strong portfolio to bridge the gap between industry expectations and your skills. โœ… Data Science with Gen AI Training Program with Internship: https://bepec.in/courses/data-science-course-placements/ โœ… Data Engineer Training Program with Internship: https://bepec.in/courses/dataengineer-program/ โœ… AI , Gen AI Training Program with Internship: https://bepec.in/courses/artificial-intelligence-course-bangalore/ โœ… Generative AI Training Program with Internship: https://bepec.in/courses/generative-ai/ โœ… Data Analytics Training Program with Internship: https://bepec.in/courses/data-analyst-course-2026/ #dataengineer #sql #database #databricks
#Databricks Azure Integration Reel by @hustleuphoney (verified account) - ๐Ÿš€ Day 3 of Learning Databricks!โœจ๏ธ

Today, I explored what Databricks is and why we actually need it.

It's not just another tool - it's a unified pla
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@hustleuphoney
๐Ÿš€ Day 3 of Learning Databricks!โœจ๏ธ Today, I explored what Databricks is and why we actually need it. Itโ€™s not just another tool โ€“ itโ€™s a unified platform that brings together data engineering, analytics, and AI in one place. โ€ข Key features I discovered today: โ€ข Manage scalable clusters with ease โ€ข Collaborate in powerful notebooks โ€ข Use SQL Warehouse for direct querying โ€ข Build automated ETL workflows โ€ข Set up alerts for monitoring jobs โ€ข Even run ML & AI workloads seamlessly Why Databricks? Because it replaces 4โ€“5 different tools and gives you one ecosystem to handle everything โ€“ saving time, cost & effort! This was my Day 3 learning Tomorrow, Iโ€™ll dive deeper into its components โ€“ stay tuned for Day 4 ๐Ÿ’ป . . [Inspiration, motivation, corporate, job, morning, unskilled, employment, unemployment, corporate girlie, dataengineer, womenintech, science, ai, data scientist, hardwork, work, employment, study, switch, jio, reliance, study, learn, mumbai]
#Databricks Azure Integration Reel by @suryaatalks - Save this if you're learning Data Engineeringโœ…

๐Ÿ‘‰ "What I Learned in ADF (That Got Me Hired)"

"In Azure Data Factory, I focused only on what matters
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@suryaatalks
Save this if youโ€™re learning Data Engineeringโœ… ๐Ÿ‘‰ โ€œWhat I Learned in ADF (That Got Me Hired)โ€ โ€œIn Azure Data Factory, I focused only on what matters: โ€ข Pipelines & Activities โ€ข Copy Activity โ€ข Triggers โ€ข Integration Runtime โ€ข Incremental Loads โ€ข Error Handlingโ€ ๐Ÿ‘‰ โ€œDatabricks Topics That Actually Matter ๐Ÿ’กโ€ โ€œIn Databricks, I didnโ€™t try to learn everything. I focused on: โ€ข PySpark basics โ€ข Transformations โ€ข Joins โ€ข Delta Lake โ€ข MERGE โ€ข Medallion Architectureโ€ #AzureDataEngineer #Databricks #ADF #interview BigData TechCareer LearnDataEngineering Freshers ITJobs CareerSwitch DataEngineerLife
#Databricks Azure Integration Reel by @bryrobbie - Part 3: the full stack behind my AI second brain.

LLM wiki + Obsidian skills + Graphify + PARA + QMD + automations.

This is how I keep oversight of
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@bryrobbie
Part 3: the full stack behind my AI second brain. LLM wiki + Obsidian skills + Graphify + PARA + QMD + automations. This is how I keep oversight of my own data and logs, while turning messy notes into something actually useful over time. Not everything is used day to day but before this I was getting lost and everything just felt like a black box. #ailearn #aigeneration #aiautomation #obsidian #aitools
#Databricks Azure Integration Reel by @akashcodeofficial (verified account) - ๐Ÿš€ Azure Cloud Architecture Breakdown in 60sec

Ever wondered how enterprise apps are built on Azure? 
Here's the complete flow ๐Ÿ‘‡

๐ŸŒ ENTRY POINT
Azu
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@akashcodeofficial
๐Ÿš€ Azure Cloud Architecture Breakdown in 60sec Ever wondered how enterprise apps are built on Azure? Hereโ€™s the complete flow ๐Ÿ‘‡ ๐ŸŒ ENTRY POINT Azure DNS connects your domain โ†’ Azure Front Door/CDN delivers your frontend globally from Blob Storage (React, Next.js, etc.) ๐Ÿšช API GATEWAY Azure API Management handles auth, rate limiting, and routing before requests hit your backend โš™๏ธ COMPUTE OPTIONS (Pick Your Fighter) - VMs - Full control, you manage everything - App Service - Managed platform, just deploy code - Functions - Serverless, pay per execution - AKS - Containers & microservices at scale ๐Ÿ“ฌ BACKGROUND JOBS Service Bus/Storage Queues handle emails, PDFs, notifications - keeps your app fast ๐Ÿ’พ DATA LAYER - SQL/PostgreSQL/MySQL - Relational data - Cosmos DB - NoSQL, global scale - Blob Storage - Files, images, videos ๐Ÿ”„ CI/CD Azure DevOps or GitHub Actions automate deployments ๐Ÿ” Security & Monitoring in comments ๐Ÿ‘‡ Questions? Ask below and Want for GCP drop โ€œgcpโ€๐Ÿ’ฌ #azure #devops #backend #systemdesign #softwaredevelopment
#Databricks Azure Integration Reel by @aleskander.ai (verified account) - Comment "Dev" and i'll send you my full AI infrastructure  stack with every tool that I use.
Pinecone= vector DB
โ†’ Supabase (DB + backend)
โ†’ Clerk (au
2.9M
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@aleskander.ai
Comment โ€œDevโ€ and iโ€™ll send you my full AI infrastructure stack with every tool that I use. Pinecone= vector DB โ†’ Supabase (DB + backend) โ†’ Clerk (autu can literally ship a full โ†’ Stripe (payments)k app from your โ†’ Resend (emails)bedroom now. โ†’ Cloudflare + Namecheap (domain + DNS) โ†’ PostHog (analytics) โ†’ Sentry (errors) โ†’ Upstash/(Redis) an literally ship a full โ†’ Pinecone (vector sรฉarch)p from your You can literally ship a fui stack app trom your bedroom in 2026. #Supabase #AlCoding #SaaS #Startup #Vercel
#Databricks Azure Integration Reel by @tech_with_kavitha (verified account) - Comment " Data " for course links 

Starting your career as a Azure Data Engineer ๐Ÿš€
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Follow @kavithainusa for more such career guidance ๐Ÿ”ฅ

#A
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Comment โ€œ Data โ€œ for course links Starting your career as a Azure Data Engineer ๐Ÿš€ . . . . Follow @kavithainusa for more such career guidance ๐Ÿ”ฅ #AzureDataEngineering #AzureDataLake #AzureDataFactory #AzureSQL #AzureAnalytics #AzureDataBricks #AzureSynapseAnalytic#careercoach #kavithainusa
#Databricks Azure Integration Reel by @sdw.online (verified account) - Try another data engineering (migration) project: MySQL to Microsoft SQL Server (via SQL and Python) #dataanalytics #dataengineering #datascience #tec
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@sdw.online
Try another data engineering (migration) project: MySQL to Microsoft SQL Server (via SQL and Python) #dataanalytics #dataengineering #datascience #techtok
#Databricks Azure Integration Reel by @aerostackx - Want to become a pro in data engineering!
Your journey starts from here

#pro #mythology #data #etl #etlik
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@aerostackx
Want to become a pro in data engineering! Your journey starts from here #pro #mythology #data #etl #etlik
#Databricks Azure Integration Reel by @subhadip.ca - How everything connects in a modern data stack! ๐Ÿ—๏ธ Ever wondered how raw data turns into shiny business dashboards? It's all about the architecture!
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@subhadip.ca
How everything connects in a modern data stack! ๐Ÿ—๏ธ Ever wondered how raw data turns into shiny business dashboards? It's all about the architecture! From ingesting messy logs to processing, storing, and serving insights โ€“ this blueprint covers the 5 essential pillars of Data Engineering. Save this post for your next project! ๐Ÿš€๐Ÿ“Š #DataEngineering #ModernDataStack #dataarchitecture #dataengineering #moderndatastack #bigdata #etl #datawarehouse #datascience #dataanalytics #techblueprint
#Databricks Azure Integration Reel by @nandinisoftwaresolutions - Hi All, GEN AI integrated Azure Data Engineer (Azure Data factory(ADF) , Azure Data bricks(ADB), Azure Synapse, Python ,PySpark and Azure SQL ) with R
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@nandinisoftwaresolutions
Hi All, GEN AI integrated Azure Data Engineer (Azure Data factory(ADF) , Azure Data bricks(ADB), Azure Synapse, Python ,PySpark and Azure SQL ) with Real Time Online Training New batch Demo and Regular Classes going to start from 11th May 2026 Morning@8.00 AM IST from Nandini Software Solutions Pvt. Ltd. Bangalore . WhatsApp: 95381 60185. ADF and ADB Demo Video https://youtu.be/DZaHEPQjcwg #nandinisoftwaresolutions #etltools #nandinisoftwaresolutionspvtltd #NandiniSoftware #ETL ADF azuredataengineer Azure azuredatafactory python pyspark synapse azuredatabricks Rayachoti Rayachoty pune realtimetraining AnnamayyaDistrict bangalore Bengaluru Tirupati vijayawadacity AndhraPradesh Hyderabad Karnakata Marathalli snowflake snowflaketraining snowflakelearning snowflakecertification snowflakecloud OnlineTraining SnowflakeonlineTraining kolkata Telangana mumbai delhi chennai IBMDatastage DataStage IBMDatastageETLTool IBMInfosphereDatastage Talend talendetl talenddataintegration TalendOpenStudio Thanks & Regards, Nandini Software Solutions Pvt. Ltd. Bangalore .

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