This video aims to give a complete picture of the modern data engineering landscape and serve as a study guide for aspiring data engineers.
A data engineer would master a subset of these tools throughout several years depending on his/her company and career choices.
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Timestamps:
00:00 Introduction
12:27 Programming Languages
13:50 Testing
16:15 Database Fundamentals
20:50 CAP Theorem
24:30 NOSQL DBs
26:20 Datawarehousing Concepts
32:45 Data Processing (Spark , Kafka )
35:12 Messaging
36:41 WorkFlow Scheduling
37:50 Monitoring Data Pipelines
48:41 StackShare - Comparing Tools/Frameworks
48:53 Uber Tech Stack
50:07 Apache Spark vs Azure Synapse -Tech Stack Popularity
50:39 Kubernetes vs Docker Swarm -Tech Stack Popularity
51:38 DataDog vs Proemetheus - Tech Stack Popularity
52:44 Final Inputs
#dataengineer #roadmap #beginners #dataengineering #dataengineerroadmap #apachespark #spark #java #scala #backend #frameworks #tools #Freshers #Beginners #sql #learntocode #kafka #learn #path
Негізгі бет Data Engineer Roadmap 2021-All Tools and Frameworks Explained -Beginners and Experienced
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