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Day 10: Partitioning vs Bucketing - The Spark Optimization Guide Every Data Engineer Needs
Sandeep
Sandeep
Sandeep
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Dec 9 '25
Day 10: Partitioning vs Bucketing - The Spark Optimization Guide Every Data Engineer Needs
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python
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dataengineering
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spark
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bigdata
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2 min read
Deepening My Roots in the Data Ecosystem - Choosing Depth Over Breadth
Steven Hur
Steven Hur
Steven Hur
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Dec 4 '25
Deepening My Roots in the Data Ecosystem - Choosing Depth Over Breadth
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career
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dataengineering
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devjournal
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2 min read
Automate Python Manual Extraction: Build End-to-End PDF -> LLM -> SQL Flows with CocoIndex, Ollama, and Postgres
Linghua Jin
Linghua Jin
Linghua Jin
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Dec 4 '25
Automate Python Manual Extraction: Build End-to-End PDF -> LLM -> SQL Flows with CocoIndex, Ollama, and Postgres
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python
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llm
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dataengineering
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etl
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3 min read
The Boring Debug Checklist That Fixes Most âRAG Failuresâ
Anindya Obi
Anindya Obi
Anindya Obi
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Dec 5 '25
The Boring Debug Checklist That Fixes Most âRAG Failuresâ
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rag
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dataengineering
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llm
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architecture
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2 min read
Function Calling and Tool Use: Turning LLMs into Action-Taking Agents
Vinicius Fagundes
Vinicius Fagundes
Vinicius Fagundes
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Dec 4 '25
Function Calling and Tool Use: Turning LLMs into Action-Taking Agents
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ai
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llm
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mcp
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dataengineering
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18 min read
dremioframe & iceberg: Pythonic interfaces for Dremio and Apache Iceberg
Alex Merced
Alex Merced
Alex Merced
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Dec 5 '25
dremioframe & iceberg: Pythonic interfaces for Dremio and Apache Iceberg
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python
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tooling
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database
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dataengineering
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8 min read
AWS Lambda and AWS Glue Python Shell in the Context of Lightweight ETL
Aki
Aki
Aki
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AWS Community Builders
Jan 8
AWS Lambda and AWS Glue Python Shell in the Context of Lightweight ETL
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7 min read
SQL: Doing GROUP BY in CsvPath
David Kershaw
David Kershaw
David Kershaw
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Dec 4 '25
SQL: Doing GROUP BY in CsvPath
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sql
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csv
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csvpath
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5 min read
đ„ Day 3: RDDs - The Foundation of Spark
Sandeep
Sandeep
Sandeep
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Dec 3 '25
đ„ Day 3: RDDs - The Foundation of Spark
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2 min read
đ„ Day 4: RDD Internals - Partitions, Shuffles & Repartitioning Demystified
Sandeep
Sandeep
Sandeep
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Dec 4 '25
đ„ Day 4: RDD Internals - Partitions, Shuffles & Repartitioning Demystified
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spark
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2 min read
The Developer's Guide to Normalizing Historical Airline Flight Data for Machine Learning
Ramesh Chauhan
Ramesh Chauhan
Ramesh Chauhan
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Dec 4 '25
The Developer's Guide to Normalizing Historical Airline Flight Data for Machine Learning
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dataengineering
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datascience
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machinelearning
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6 min read
Overview of Real-Time Data Synchronization from MySQL to VeloDB
Apache Doris
Apache Doris
Apache Doris
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Dec 2 '25
Overview of Real-Time Data Synchronization from MySQL to VeloDB
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database
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aws
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5 min read
Stop Writing df.describe(): Automate EDA with D-Tale (The Lazy Engineer's Way)
The AI/Data Engineer
The AI/Data Engineer
The AI/Data Engineer
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Dec 4 '25
Stop Writing df.describe(): Automate EDA with D-Tale (The Lazy Engineer's Way)
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python
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productivity
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3 min read
CHW Monthly Activity Aggregation: Turning Visit Logs into Insight
Oliver Samuel
Oliver Samuel
Oliver Samuel
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Dec 2 '25
CHW Monthly Activity Aggregation: Turning Visit Logs into Insight
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analytics
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sql
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tooling
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5 min read
đ„ Day 2: Understanding Spark Architecture - How Spark Executes Your Code Internally
Sandeep
Sandeep
Sandeep
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Dec 2 '25
đ„ Day 2: Understanding Spark Architecture - How Spark Executes Your Code Internally
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spark
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python
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2 min read
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