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📰 Dev.to · Gowtham Potureddi

61 articles · Updated every 3 hours · View all reads

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Pydantic for Data Engineering: Schema Validation in ETL & Pipeline Contracts
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Pydantic for Data Engineering: Schema Validation in ETL & Pipeline Contracts
pydantic is the Python library every data engineer eventually reaches for when a Kafka payload with a...
Apache Beam Programming Guide: PCollections, Windowing, Runners (Dataflow / Flink)
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Apache Beam Programming Guide: PCollections, Windowing, Runners (Dataflow / Flink)
apache beam is the write-once-run-anywhere programming model that most senior data engineers meet the...
Flink CDC Connectors: Schema-First Streaming Ingest at Scale
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
Flink CDC Connectors: Schema-First Streaming Ingest at Scale
flink cdc is the ingest stack that quietly replaced Debezium + Kafka + a downstream Flink job on...
dbt Model Contracts, Constraints & Versioning: Production Patterns
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence 3mo ago
dbt Model Contracts, Constraints & Versioning: Production Patterns
dbt model contracts are the single biggest reason teams stopped breaking dashboards on Mondays....
dbt Model Contracts, Constraints & Versioning: Production Patterns
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence 3mo ago
dbt Model Contracts, Constraints & Versioning: Production Patterns
dbt model contracts are the single biggest reason teams stopped breaking dashboards on Mondays....
Apache Pulsar vs Kafka for Data Engineering: Geo-Replication, Tiered Storage & Functions
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3mo ago
Apache Pulsar vs Kafka for Data Engineering: Geo-Replication, Tiered Storage & Functions
apache pulsar vs kafka is the messaging question that every senior data engineer has answered twice...
Spark Structured Streaming: Triggers, State, Watermarks & Exactly-Once Sinks
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3mo ago
Spark Structured Streaming: Triggers, State, Watermarks & Exactly-Once Sinks
spark structured streaming is the API every senior data engineer is expected to wield by 2026 — but...
Kafka Connect Deep Dive: Source, Sink, SMTs, Schema Registry & Idempotent Writes
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3mo ago
Kafka Connect Deep Dive: Source, Sink, SMTs, Schema Registry & Idempotent Writes
kafka connect looks like "just another Kafka client" to a junior engineer — senior engineers know it...
Change Data Capture (CDC) for Data Engineering Interviews: Debezium, Log-Based vs Trigger-Based, Kafka Connect
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4mo ago
Change Data Capture (CDC) for Data Engineering Interviews: Debezium, Log-Based vs Trigger-Based, Kafka Connect
change data capture interview questions appear in every senior data engineering loop because CDC is...
MySQL Interview Questions & Answers: Top Patterns for Data Engineers
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4mo ago
MySQL Interview Questions & Answers: Top Patterns for Data Engineers
mysql interview questions circle around six themes every loop tests: storage engines (InnoDB vs...
CREATE TABLE & ALTER TABLE in SQL: Schema Design for Data Engineers
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4mo ago
CREATE TABLE & ALTER TABLE in SQL: Schema Design for Data Engineers
sql create table defines the shape of every relation in a database — columns and their types, primary...
SQL PIVOT and UNPIVOT: Reshape Rows ↔ Columns for Analytics
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4mo ago
SQL PIVOT and UNPIVOT: Reshape Rows ↔ Columns for Analytics
sql pivot turns long-format rows into wide-format columns: one row per category becomes one column...
SQL Date Functions: DATEDIFF, DATE_FORMAT, EXTRACT & Date Math
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4mo ago
SQL Date Functions: DATEDIFF, DATE_FORMAT, EXTRACT & Date Math
sql date functions split into four families that every data engineering query eventually touches:...
GROUP BY and HAVING in SQL: Aggregation Patterns for Interviews
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4mo ago
GROUP BY and HAVING in SQL: Aggregation Patterns for Interviews
GROUP BY in SQL collapses many detail rows into one row per distinct key combination, sql aggregate...
SQL CASE WHEN Statement: Conditional Logic for Data Engineering
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4mo ago
SQL CASE WHEN Statement: Conditional Logic for Data Engineering
The SQL CASE WHEN expression — also called the case statement in SQL or simply the SQL CASE statement...
chime Data Engineering Interview Questions: Full Prep Guide
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4mo ago
chime Data Engineering Interview Questions: Full Prep Guide
chime data engineering interview questions mirror how neobank and consumer-fintech teams vet...
Harvey Nash Data Engineering Interview Questions: Full Prep Guide
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4mo ago
Harvey Nash Data Engineering Interview Questions: Full Prep Guide
Harvey Nash data engineering interview questions often mirror staffing placement loops: recruiters...
Agoda Data Engineering Interview Questions: Full Prep Guide
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4mo ago
Agoda Data Engineering Interview Questions: Full Prep Guide
Agoda data engineering interview questions skew toward high-volume marketplace telemetry: streams of...
Tiger Analytics Data Engineering Interview Questions: Full Prep Guide
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4mo ago
Tiger Analytics Data Engineering Interview Questions: Full Prep Guide
Tiger Analytics data engineering interview questions usually behave like consulting delivery loops:...
Roblox Data Engineering Interview Questions: Full DE Prep Guide
Dev.to · Gowtham Potureddi 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4mo ago
Roblox Data Engineering Interview Questions: Full DE Prep Guide
Roblox data engineering interview questions skew toward text-heavy product telemetry: search...