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Roadmap to Becoming a Databricks Expert

Here's your guide with actual Databricks links: Databricks is a top choice for scalable analytics and machine learning in the cloud. Here's a step-by-step guide to becoming a Databricks expert: 1️⃣ Master the Basics:    - Understand Apache Spark, Delta Lake, and Databricks Workflows.    - [Get Started with Databricks] (https://databricks.com/learn) 2️⃣ Data Engineering Essentials:    - Learn Delta Lake for ACID transactions, time travel, and schema enforcement.    - Build pipelines using Databricks jobs and workflows.    - [Delta Lake Guide] (https://docs.databricks.com/delta/index.html) 3️⃣ Machine Learning Mastery:    - Use MLflow for tracking experiments and managing models.    - Explore AutoML for quick iterations and deployment.    - [Machine Learning on Databricks](https://databricks.com/product/machine-learning) 4️⃣ Real-Time Data with Structured Streaming:    - Master Structured Streaming f...

Top SQL Resources for Cloud Engineers🌐💡

  Top SQL Resources for Cloud Engineers As a cloud engineer, mastering SQL is crucial for managing cloud databases like Azure SQL, Amazon RDS, and Google Cloud SQL. Here are the best resources to help you learn and practice SQL efficiently: 1. W3Schools Perfect for beginners, W3Schools offers interactive SQL tutorials where you can run queries directly in your browser. 2. SQLZoo Hands-on learning platform with real datasets and interactive exercises for solid SQL practice. 3. Mode Analytics Great for learning SQL specifically for data analysis, ideal for those working with cloud-based datasets. 4. LeetCode Offering SQL challenges, LeetCode is a fantastic resource for practicing queries and prepping for interviews. 5. SQLBolt Structured lessons with interactive exercises, perfect for beginners to learn SQL step by step. 6. DataCamp Comprehensive SQL courses that focus on both basics and advanced concepts, especially in data science. 7. HackerRank Challenge your SQL skills ...