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⚡ AI Lessons

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w 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...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w 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...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2w 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...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo 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...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo 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...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
MySQL Interview Questions & Answers: Top Patterns for Data Engineers
mysql interview questions circle around six themes every loop tests: storage engines (InnoDB vs...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo 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...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo 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...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
SQL Date Functions: DATEDIFF, DATE_FORMAT, EXTRACT & Date Math
sql date functions split into four families that every data engineering query eventually touches:...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo 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...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
chime Data Engineering Interview Questions: Full Prep Guide
chime data engineering interview questions mirror how neobank and consumer-fintech teams vet...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Agoda Data Engineering Interview Questions: Full Prep Guide
Agoda data engineering interview questions skew toward high-volume marketplace telemetry: streams of...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Tiger Analytics Data Engineering Interview Questions: Full Prep Guide
Tiger Analytics data engineering interview questions usually behave like consulting delivery loops:...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Roblox Data Engineering Interview Questions: Full DE Prep Guide
Roblox data engineering interview questions skew toward text-heavy product telemetry: search...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Tesla Data Engineering Interview Questions: Full DE Prep Guide
Tesla data engineering interview questions bridge high-volume telemetry narratives and...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Exodus Point Data Engineering Interview Questions: Full DE Prep Guide
Exodus Point data engineering interview questions sit where quant-adjacent hiring meets...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Data Warehouse Design for Data Engineering Interviews: A Beginner's Guide to Fact Tables, Star Schemas, and Grain
Data warehouse design is the discipline of laying out tables so analytical questions are fast,...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Snowflake for Data Engineering Interviews: A Beginner's Guide to the Cloud Data Warehouse
Snowflake is the cloud-native data warehouse most modern data teams stand on — it stores petabytes,...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Amazon Redshift for Data Engineering — Columnar Storage, MPP, COPY, Distribution Keys, Spectrum
Amazon Redshift is the AWS cloud data warehouse that data engineers reach for when an analytical...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Data Lake Architecture for Data Engineering Interviews
Data lake architecture questions in data-engineering interviews almost always reduce to four...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Data Engineering Roadmap for Freshers (2026): A 13-Step Beginner's Guide from SQL to Your First Data Engineering Job
Data engineering is one of the fastest-growing tech careers in 2026. Companies collect huge amounts...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
SQL Interview Questions for Data Engineering
SQL interview questions for data engineering circle around the same four primitives in every loop,...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
COALESCE in SQL — First Non-NULL, LEFT JOIN Defaults, and Interview Patterns
COALESCE in SQL is the single most-asked NULL-handling primitive at every data-engineering interview...

Dev.to · Gowtham Potureddi
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Facebook Data Engineering Interview Questions & Prep Guide
Facebook data engineering interview questions are bilingual, product-analytics-flavored, and...
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