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Data engineering road map, Cheat Sheet of Computer Science

JSS Science and Technology UniversityComputer Science

Data engineering road mapData engineering road mapData engineering road map

Typology: Cheat Sheet

2023/2024

Uploaded on 12/18/2024

sivaprakash-rayachoti
sivaprakash-rayachoti 🇮🇳

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56 59 60 61 62 63 64 65 66 67 68 70 7gil 72 TAS) Milestone 1 week 1-2 Big Data Fundamentals / Data Lake Storage - Introduction : — Database vs Datawarehouse vs Datalake — Hadoop Overview -— Spark Overview — Linux Commands — HDFS - Role of Data Engineers week 3 — understanding how distributed processing works internally week 4 — Apache Spark Core API's week 5 -— Getting Started with Dataframes and Spark SQL week 6 - More of Spark Dataframe transformations week 7 — Apache Spark Caching week 8 - Spark Architecture and Aggregate functions I week 9 - Internals of Spark (calculating initial number of partitions, parallelism, partioning, bucketing)