Sve roadmape

Data Engineer

Od SQL-a do data platforme — roadmapa za data engineering.

7 koraka
1

1. Python & SQL

Solidne osnove Pythona i napredni SQL.

Python
SQL
PostgreSQL
2

2. ETL/ELT

Extract-Transform-Load procesi, data modeling.

ETL
dbt
Airbyte
Fivetran
3

3. Big Data (Spark)

Apache Spark, PySpark, distribuirano procesiranje.

Spark
PySpark
Hadoop
4

4. Streaming (Kafka)

Real-time data procesiranje, Kafka, Flink.

Kafka
Flink
Kinesis
5

5. Data Warehousing

Snowflake, BigQuery, Redshift, dimensional modeling.

Snowflake
BigQuery
Redshift
6

6. Orkestracija

Airflow, Dagster, Prefect. Scheduling i dependency management.

Airflow
Dagster
Prefect
7

7. Data Governance

Data quality, lineage, katalogizacija, compliance.

Great Expectations
DataHub
OpenMetadata

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