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Delta Lake Schema Evolution and Time Travel on Azure Databricks: mergeSchema, overwriteSchema, Column Mapping, and RESTORE
Karan Pulyala
Karan Pulyala
Karan Pulyala
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Oct 27
Delta Lake Schema Evolution and Time Travel on Azure Databricks: mergeSchema, overwriteSchema, Column Mapping, and RESTORE
#
databricks
#
deltalake
#
pyspark
#
dataengineering
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5 min read
Repartition vs Coalesce vs partitionBy on Azure Databricks: Controlling Output Files When Writing Delta Tables
Karan Pulyala
Karan Pulyala
Karan Pulyala
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Oct 26
Repartition vs Coalesce vs partitionBy on Azure Databricks: Controlling Output Files When Writing Delta Tables
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databricks
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pyspark
#
spark
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dataengineering
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6 min read
Databricks co‑founder reveals how to win big‑enterprise customers
Code Khabar
Code Khabar
Code Khabar
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Oct 27
Databricks co‑founder reveals how to win big‑enterprise customers
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databricks
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enterprisesales
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techcrunch
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3 min read
Databricks Lakehouse Platform for Real-Time, Agentic Data and AI Workloads
AI Data Legends
AI Data Legends
AI Data Legends
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Oct 26
Databricks Lakehouse Platform for Real-Time, Agentic Data and AI Workloads
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aiagents
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dataengineering
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databricks
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lakehouse
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3 min read
Databricks Runtime Introduces NEAREST BY: Native SQL Vector Search at Scale
AI Data Legends
AI Data Legends
AI Data Legends
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Oct 26
Databricks Runtime Introduces NEAREST BY: Native SQL Vector Search at Scale
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dataengineering
#
databricks
#
lakehouse
#
sql
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4 min read
Tiered Storage in Apache Kafka — Hot Data on Disk, Old Data in S3 (and the Same Trick That Cuts a Databricks Bill)
Charan Reddy Rachumalla
Charan Reddy Rachumalla
Charan Reddy Rachumalla
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Oct 26
Tiered Storage in Apache Kafka — Hot Data on Disk, Old Data in S3 (and the Same Trick That Cuts a Databricks Bill)
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kafka
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dataengineering
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databricks
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kubernetes
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8 min read
Auto CDF Moved the CDC Tax From Writes to Reads: Delta CDF vs Auto CDF vs Spark 4.2 CHANGES
Firat Celik
Firat Celik
Firat Celik
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Oct 26
Auto CDF Moved the CDC Tax From Writes to Reads: Delta CDF vs Auto CDF vs Spark 4.2 CHANGES
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dataengineering
#
databricks
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spark
#
deltalake
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9 min read
Beyond File Storage: Using Amazon S3 as a Historical Data Layer
Felipe Camargos
Felipe Camargos
Felipe Camargos
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Oct 25
Beyond File Storage: Using Amazon S3 as a Historical Data Layer
#
aws
#
databricks
#
architecture
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7 min read
PySpark Caching on Azure Databricks: cache() vs persist() vs checkpoint(), the Disk Cache, and When Caching Hurts
Karan Pulyala
Karan Pulyala
Karan Pulyala
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Oct 25
PySpark Caching on Azure Databricks: cache() vs persist() vs checkpoint(), the Disk Cache, and When Caching Hurts
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databricks
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pyspark
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spark
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dataengineering
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6 min read
Databricks Generative AI Engineer Associate: what to actually study
AIExamCerts
AIExamCerts
AIExamCerts
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Oct 24
Databricks Generative AI Engineer Associate: what to actually study
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certification
#
databricks
#
ai
#
machinelearning
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3 min read
Databricks Data Engineer Associate Exam 2026: Format, Domains and Study Plan
Sajeev PS
Sajeev PS
Sajeev PS
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Oct 24
Databricks Data Engineer Associate Exam 2026: Format, Domains and Study Plan
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databricks
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dataengineering
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certification
#
career
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3 min read
Databricks for AI Engineering
kuberdenis
kuberdenis
kuberdenis
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Oct 22
Databricks for AI Engineering
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ai
#
databricks
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postgres
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neon
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8 min read
Databricks sells AI. 24 of its 29 design questions are classic, not AI.
Land the Lab
Land the Lab
Land the Lab
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Oct 22
Databricks sells AI. 24 of its 29 design questions are classic, not AI.
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databricks
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data
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7 min read
Auto Loader and Structured Streaming on Azure Databricks: Checkpoints, Schema Evolution, and Exactly-Once
Karan Pulyala
Karan Pulyala
Karan Pulyala
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Oct 21
Auto Loader and Structured Streaming on Azure Databricks: Checkpoints, Schema Evolution, and Exactly-Once
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databricks
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pyspark
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dataengineering
#
azure
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6 min read
PySpark Window Functions on Databricks: Latest-Record Dedup, Running Totals, Sessionisation, and the Frame Traps
Karan Pulyala
Karan Pulyala
Karan Pulyala
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Oct 24
PySpark Window Functions on Databricks: Latest-Record Dedup, Running Totals, Sessionisation, and the Frame Traps
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spark
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databricks
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pyspark
#
dataengineering
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5 min read
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