1. ๐๐๐๐ฟ๐ฒ ๐๐ฎ๐๐ฎ ๐๐ฎ๐ฐ๐๐ผ๐ฟ๐ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐ค&๐https://lnkd.in/dVzCmzcZ2. ๐๐๐๐ฟ๐ฒ ๐๐ฎ๐๐ฎ๐ฏ๐ฟ๐ถ๐ฐ๐ธ๐ ๐ฆ๐ฐ๐ฒ๐ป๐ฎ๐ฟ๐ถ๐ผ ๐ฏ๐ฎ๐๐ฒ๐ฑ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐ค&๐https://lnkd.in/dUCf8qf8๐ฏ. ๐ฅ๐ฒ๐ฎ๐น๐๐ถ๐บ๐ฒ ๐๐๐๐ฟ๐ฒ ๐๐ฎ๐๐ฎ ๐๐ฎ๐ฐ๐๐ผ๐ฟ๐ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐ค&๐https://lnkd.in/ex_Vixh๐ฐ.๐๐ฎ๐๐ฒ๐๐ ๐๐๐๐ฟ๐ฒ ๐๐ฒ๐๐ข๐ฝ๐ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐ค&๐https://lnkd.in/g7PdATm๐ฑ. ๐๐๐๐ฟ๐ฒ ๐๐ฐ๐๐ถ๐๐ฒ ๐๐ถ๐ฟ๐ฒ๐ฐ๐๐ผ๐ฟ๐ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐ค&๐https://lnkd.in/dtWYXTKN๐ฒ. ๐๐๐๐ฟ๐ฒ ๐๐ฎ๐๐ฎ ๐๐ฎ๐ธ๐ฒ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐ค&๐https://lnkd.in/dgr-uGQB๐ณ. ๐๐๐๐ฟ๐ฒ ๐๐ฝ๐ฝ ๐ฆ๐ฒ๐ฟ๐๐ถ๐ฐ๐ฒ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐ค&๐https://lnkd.in/dP4Afqkb๐ด. ๐๐๐๐ฟ๐ฒ ๐๐ฎ๐๐ฎ ๐๐ป๐ด๐ถ๐ป๐ฒ๐ฒ๐ฟ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐ค&๐https://lnkd.in/dj_m2yeQ๐ต. ๐๐๐๐ฟ๐ฒ ๐๐ผ๐ด๐ถ๐ฐ ๐๐ฝ๐ฝ๐ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐ค&๐https://lnkd.in/dDtnJe4v๐ญ๐ฌ. ๐๐๐๐ฟ๐ฒ ๐๐๐ป๐ฐ๐๐ถ๐ผ๐ป๐ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐ค&๐https://lnkd.in/dRWp3HZX๐ญ๐ญ. ๐๐๐๐ฟ๐ฒ ๐ฆ๐๐ป๐ฎ๐ฝ๐๐ฒ ๐๐ป๐ฎ๐น๐๐๐ถ๐ฐ๐ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐... Continue Reading →
100 Latest Azure Interview Questions
BASIC AZURE INTERVIEW QUESTIONS AND ANSWERS 1. What is Azure and how does it work? Azure is a cloud computing platform managed by Microsoft. It offers services and tools for building, deploying, and managing applications and services in the cloud. The Azure services can be accessed through the internet. These include virtual machines, databases, storage,... Continue Reading →
Data Engineering with Cloud Resources link
learn here about data pipeline for FREE.....data pipeline consists of several stages that work together to ensure that data is processed efficiently and accurately. it involves....1. data ingestion2. data transformation3. data analysis4. data visualisation5. data storage๐ complete data pipeline diagram can be found here....https://lnkd.in/gdifVyHY๐ FREE guide to data pipeline in AWS, Azure cloud....https://lnkd.in/gtq_8rd9๐ learn more... Continue Reading →
Azure and Databricks Prep
๐๐๐ญ๐๐๐ซ๐ข๐๐ค๐ฌ ๐๐ง๐ ๐๐ฒ๐๐ฉ๐๐ซ๐ค ๐๐ซ๐ ๐ญ๐ก๐ ๐ฆ๐จ๐ฌ๐ญ ๐ข๐ฆ๐ฉ๐จ๐ซ๐ญ๐๐ง๐ญ ๐ฌ๐ค๐ข๐ฅ๐ฅ๐ฌ ๐ข๐ง ๐๐๐ญ๐ ๐๐ง๐ ๐ข๐ง๐๐๐ซ๐ข๐ง๐ . ๐๐ฅ๐ฆ๐จ๐ฌ๐ญ ๐๐ฅ๐ฅ ๐๐จ๐ฆ๐ฉ๐๐ง๐ข๐๐ฌ ๐๐ซ๐ ๐ฆ๐จ๐ฏ๐ข๐ง๐ ๐๐ซ๐จ๐ฆ ๐๐๐๐จ๐จ๐ฉ ๐ญ๐จ ๐๐ฉ๐๐๐ก๐ ๐๐ฉ๐๐ซ๐ค. ๐ ๐ก๐๐ฏ๐ ๐๐จ๐ฏ๐๐ซ๐๐ ๐๐ฅ๐ฆ๐จ๐ฌ๐ญ ๐๐ฏ๐๐ซ๐ฒ๐ญ๐ก๐ข๐ง๐ ๐ข๐ง ๐ฆ๐ฒ ๐ ๐ซ๐๐ ๐๐จ๐ฎ๐๐ฎ๐๐ ๐ฉ๐ฅ๐๐ฒ๐ฅ๐ข๐ฌ๐ญ. ๐๐ก๐๐ซ๐ ๐๐ซ๐ 70 ๐ฏ๐ข๐๐๐จ๐ฌ ๐๐ฏ๐๐ข๐ฅ๐๐๐ฅ๐ ๐๐จ๐ซ ๐๐ซ๐๐.0. Introduction to How to setup Account 1. How to read CSV file in PySpark 2. How to... Continue Reading →
Azure Data Engineering by Deepak Goyal
List of All azure / data / devops /ML Interview Q& ASave & Share.1. ๐๐๐๐ฟ๐ฒ ๐๐ฎ๐๐ฎ ๐๐ฎ๐ฐ๐๐ผ๐ฟ๐ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐ค&๐https://lnkd.in/dVzCmzcZ2. ๐๐๐๐ฟ๐ฒ ๐๐ฎ๐๐ฎ๐ฏ๐ฟ๐ถ๐ฐ๐ธ๐ ๐ฆ๐ฐ๐ฒ๐ป๐ฎ๐ฟ๐ถ๐ผ ๐ฏ๐ฎ๐๐ฒ๐ฑ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐ค&๐https://lnkd.in/dUCf8qf8๐ฏ. ๐ฅ๐ฒ๐ฎ๐น๐๐ถ๐บ๐ฒ ๐๐๐๐ฟ๐ฒ ๐๐ฎ๐๐ฎ ๐๐ฎ๐ฐ๐๐ผ๐ฟ๐ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐ค&๐https://lnkd.in/ex_Vixh๐ฐ.๐๐ฎ๐๐ฒ๐๐ ๐๐๐๐ฟ๐ฒ ๐๐ฒ๐๐ข๐ฝ๐ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐ค&๐https://lnkd.in/g7PdATm๐ฑ. ๐๐๐๐ฟ๐ฒ ๐๐ฐ๐๐ถ๐๐ฒ ๐๐ถ๐ฟ๐ฒ๐ฐ๐๐ผ๐ฟ๐ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐ค&๐https://lnkd.in/dtWYXTKN๐ฒ. ๐๐๐๐ฟ๐ฒ ๐๐ฎ๐๐ฎ ๐๐ฎ๐ธ๐ฒ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐ค&๐https://lnkd.in/dgr-uGQB๐ณ. ๐๐๐๐ฟ๐ฒ ๐๐ฝ๐ฝ ๐ฆ๐ฒ๐ฟ๐๐ถ๐ฐ๐ฒ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐ค&๐https://lnkd.in/dP4Afqkb๐ด. ๐๐๐๐ฟ๐ฒ ๐๐ฎ๐๐ฎ ๐๐ป๐ด๐ถ๐ป๐ฒ๐ฒ๐ฟ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐ค&๐https://lnkd.in/dj_m2yeQ๐ต.... Continue Reading →
Spotify Cloud Project
Spotify Stream Analytics ๐ฅBuilt a synthetic data pipeline for real-time music insights, stunning dashboards, and actionable decisions.๐ Project Overview:Addresses limited Spotify stream data access with a synthetic pipeline. Realistic events stream to Kafka, processed by Spark, stored in Deltalake. Airflow ensures a seamless pipeline, and dbt transforms data into captivating dashboards.๐ Key Features:Streamlined Infrastructure: Scripts... Continue Reading →
Important Services for Data Engineers provided by AWS, Microsoft Azure & GCP
AWS Lambda :AWS Lambda is a serverless compute service allowing running code without provisioning or managing servers, paying only for actual usage.Amazon Redshift :Amazon Redshift is a fully managed, petabyte-scale data warehouse service that makes it simple and cost-effective to analyze vast amounts of data using SQL and existing BI tools.AWS Glue :AWS Glue is... Continue Reading →
AWS DE Questions
This post details AWS data engineering interview and highlights the most common concepts you can expect to be asked in interview processes.1. Start by providing a concise introduction to your professional projects, emphasizing your role as a data engineer.2. Share your knowledge of cloud platforms (AWS, GCP, Azure) as it pertains to data engineering.3. Discuss... Continue Reading →
FREE DATA ENGINEERING COURSES ON CLOUD
Data engineering is the backbone of the modern data-driven world. Itโs the meticulous process of designing and building systems for collecting, storing, and analyzing data at scale. However, finding comprehensive projects and courses that are also free can be a challenge. To bridge this gap, Iโve created a list of five end-to-end data engineering courses... Continue Reading →
Azure Learning Resources
Top 9 Azure #dataengineering tools to learn for FREE.....start your Azure journey here.....1. Azure Data Factory.https://lnkd.in/gEmpbyrMProject: https://lnkd.in/gFG2aCgy2. Azure Data bricks.https://lnkd.in/gvFwKxaNproject: https://lnkd.in/gFG2aCgy3. Azure Stream Analytics.https://lnkd.in/g35VbSTv4. Azure Synapse Analytics.https://lnkd.in/gCufskNC5. Azure Data Lake Storage.https://lnkd.in/gcEKjWsc6. Azure SQL database.https://lnkd.in/gmHxqxQX7. Azure Postgres SQL database.https://lnkd.in/grHWJvWZ8. Azure MariaDB.https://lnkd.in/gYSp7MZi9. Azure Cosmos DB.https://lnkd.in/g6jPZA36This is an excellent guide to become azure data engineer. No need to... Continue Reading →