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Data Engineer Python/Scala SQL Advanced Apache Snowflake/BigQuery AWS/Azure Docker

@worksmart_nohasheta

7.8K followers · usually 709 views a post

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25.7K

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913

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Why it worked

The video effectively breaks down complex data roles into understandable categories with associated tools, addressing a common point of confusion for aspiring professionals in the field. The clear visual presentation of skills for each role likely contributed to its shareability.

Summary

The video differentiates between three data roles: Data Engineer, Data Analyst, and Data Scientist. It outlines the tools and responsibilities associated with each role, explaining how they contribute to data preparation, analysis, and prediction for future decision-making.

Structure

1Introduction of Data Engineer tools
2Explanation of Data Analyst role and tools
3Explanation of Data Scientist role and tools
4Clarification of the confusion between the roles
5Summary of each role's function and tools

Product placement

The video displays lists of tools and skills for Data Engineer, Data Analyst, and Data Scientist roles. These are presented as educational content rather than specific products being sold.

On-screen text

Data Engineer Python/Scala SQL Advanced Apache Snowflake/BigQuery AWS/Azure Docker Data Analyst PowerBI/Tableau/ Looker Excel/SQL/ Googlesheets Python for cleaning & charts الناس بتلخبط ما بينهم ببساطة شديدة الديتا انجينير هو الشخص اللي بيجهز الداتا اللي هيستخدمها الديتا اناليست عشان يعمل بيها الريبورتس بتاعته ويطلع بيها Insights اللي هتساعد صاحب القرار ان هو ياخد قراره و دي برضه بتساعد في اتخاذ القرارات المستقبلية انجينير بيجهز الداتا الديتا اناليست بيقرالك الداتا دي وبيطلعلك منها اهم حالياً الديتا ساينتست بيساعدك ان انت تشوف انسايتس مستقبلية او prediction للمستقبل فتأخد قراراتك بناء على التوقعات ودي هي الادوات اللي هتحتاجها لو انت قررت تبقى واحد فيهم Data Engineer Python/Scala SQL Advanced Apache Snowflake/BigQuery AWS/Azure Docker Data Analyst PowerBI/Tableau/ Looker Excel/SQL/ Googlesheets Python for cleaning & charts Data Scientist Python/R Transflow/pyTorch HuggingFace/XGBoost MLflow/AirFlow AWS SageMaker/ GCPVertex

Original caption

Data analyst vs Data Engineer vs Data Scientist الفرق بين Data Engineer ، Data Analyst، Data Scientist #dataengineer #datascientist #dataanalyst