AI Data Mastery-PanSingh

Hadoop: HDFS| Hadoop File System

Data: Star Schema|SnowFlake Schema

z-order concept| ZOrder|ZOrdering|Maths Behind z-order|Space filling curve|Partitioning|Sorting Tech

Big Data: Datawarehouse|DataLake|Lakehouse(Delta Lake)

Spark: Data Lineage| Lineage explanation

Databricks: deltaTableHandsOn| Delta Table Example

Part1: Lazy Evaluation| Lazy Evaluation in programming| Lazy Evaluation concept| Lazy Evaluation

Spark: Spark unified Solution| Spark connectors

Spark: Optimization Part2: Adaptive Query Framework| AQE| Spark 3.0 feature| Adaptive Query Plan

Databricks: Unity Catalog| Data governance | Databricks Centralized Data Governance tool

File Storage| Block Storage| Object Storage|File Block Object Storage

Spark: PART3: PARQUET FILE FORMAT|Columnar|Row|Optimization Technique|Parquet Design|Repetition

Spark: Spark Limitations| Spark Advantages| Spark challenges

Databricks: Managed Table command| External Table command

Databricks: Databricks View | Temporary View | Global Temporary View

Spark RDD| Spark Low Level API| Resilient Distributed Dataset (RDD)

Databricks: Databricks GUI walk through| Databricks GUI

generative ai|AI|generative|business|Intelligence|NLP|benefits|genAI Benefits

Spark: PART1: PARQUET FILE FORMAT|Columnar|Row|Optimization Technique|Parquet Design|Repetition

Databricks: Databricks Architecture| Data Plane| Control Plane| Databricks Data and Control Plane

Hadoop: Hadoop 3.0 High Availability | Hadoop 2.0 High Availability | High Availability|HA

Databricks: Git Integration with Community Edition

Big Data: what is big Data?| Big Data| Velocity|Volume|Data