Raj Cloud/Azure Data Bricks (With Spark) - Batch 04
Azure Data Bricks (With Spark) - Batch 04

Azure Data Bricks (With Spark) - Batch 04

38 lessons0m total

Course content

TRAINING INSTRUCTIONS

1 lesson
  • Important Instructions

Live Session Joining Details

1 lesson
  • Live Session Joining Page

Session 01 to 10

10 lessons
  • S01 Course Overview | Different Roles in Cloud
  • S02 Cloud Overview & Subscription
  • S03 Azure Data Lake Storage & Blob Storage
  • S04 Databricks Account Creation & Why Databricks?
  • S05 Databricks Workspace Overview
  • S06 Python Collection | RDD | Dataframe
  • S07 Different Ways To Read & Write Files In Databricks
  • S08 Databricks | Databricks Volume
  • S09 Data Source API
  • S10 Databricks | Key Vault Integration With Databricks

Session 11 to 20

10 lessons
  • S11 Why Delta Table Delta Lake & Lake House
  • S12 Project Files and Explanation
  • S13 Project Implementation & Doubts
  • S14 Dbutils | Filesystem Widgets
  • S15 Dbutils | ADLS Mounting | Dbutils Secret Scope
  • S16 Dbutils | Notebook Parameterization | PySpark Transformations 1
  • S17 PySpark Transformations 2
  • S18 Git Integration With Databricks
  • S19 Different Type Of Clusters
  • S20 Types of Views in Databricks | Date Functions in PySpark

Session 21 to 30

10 lessons
  • S21 Merge Schema + SCD Type 1 Implementation in PySpark
  • S22 Exception Handling in Databricks Notebook | SCD Type 2 Implementation P1
  • S23 SCD Type 2 Implementation P2 | Managed Table & Unmanaged
  • S24 API Calling Through Python Script Inside Databricks | Nested JSON Flattening & Processing
  • S25 UDF In Databricks | PySpark To Pandas & Pandas To PySpark Conversions
  • S26 Cluster Sizing | DAG | Narrow & Wide Transformation | Catalyst Optimizer
  • S27 Dynamic Partition Pruning
  • S28 Repartition & Coalesce
  • S29 Cache & Persist
  • S30 Data Skew & Salting

Session 31 to 35

6 lessons
  • S31 Unity Catalog & Its Implementations
  • S32 Delta Table Optimizations | Optimize | Vacuum | Z Order
  • S33 Adaptive Query Execution | Databricks CLI
  • S34 Liquid Clustering & Autoloader
  • S35 Project Implementation
  • S36 Project Explanation | Interview Preparation
₹21,999

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  • 38 on-demand lessons
  • Lifetime access
  • Certificate of completion