Azure Data Bricks
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01 ADB - Intro (74:54)
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02 ADB - DWH vs BigData, Intro to Cluster (56:57)
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03 ADB - Apache Spark Architecture (63:13)
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04 ADB - Apache Spark Job Execution (48:25)
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05 ADB - Create Databricks Subscription (59:54)
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06 ADB - Intro to RDD (61:57)
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07 ADB - Transformations and Actions (32:46)
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08 ADB - What is Block in HDFS and Map Reduce (57:48)
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09 ADB - Hash Partition and Repartition vs Coalesce (33:22)
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10 ADB - Create Data Frame (72:26)
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11 ADB - DB Utilities and Linux Commands (42:56)
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12 ADB - Widgets Part1 (44:27)
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13 ADB - Widgets Part2 (Upload) (42:31)
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14 ADB - Mounts (63:18)
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15 ADB - Secrets and Scopes (54:42)
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16 ADB - Install Databricks CLI (49:50)
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17 ADB - Demos on Creating Secret Scope in Databricks (54:44)
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18.ADB - Read the csv Files Data using Various Methods (65:41)
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19 ADB - Working with Data Frame Part1 (57:36)
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20 ADB - Working with Data Frame Part2 (61:46)
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21 ADB - Read and Write Data into CSV fies (43:38)
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22 ADB - Read Data From Parquet Files (35:14)
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23 ADB - Write Data into Parquet Files (23:02)
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24 ADB - Create Table with Schema (23:52)
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25. ADB - Spark Data Types (10:33)
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26 ADB - Array Type and Array Functions (55:30)
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27 ADB - Spark Functions Part1 (37:41)
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28 ADB - Spark Functions Part2 Joins, Union (89:28)
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29 ADB - Spark Functions Part3 Self Join and Add New Col (70:03)
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30 ADB - Spark Functions Part4 Pivot, UnPivot, Fill and Collect (76:57)
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31 ADB - Spark Functions Part5 Json and Datetime and Ranking Functions (68:16)
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32 ADB- Spark Functions Part6 Array Functions (19:49)
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33 ADB - ToJson, Ranking, Date and Time Functions (67:05)
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34 ADB - RDD, Data Frame, Dataset and Lazy Evalution and DAG (56:07)
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35 ADB - Distribution Types, Broadcast Join and Optimize Spark Jobs (44:05)
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36 ADB - Intro on Delta Lake or Lake House (60:03)
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37 ADB - Understand ACID Properties in Delta Lake (51:00)
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38 ADB - Delta Lake Demo using CSV File (58:16)
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39 ADB - Delta Table with Path and Meta Store using Partitions (52:22)
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40 ADB - Schema Enforcement in Delta Tables (18:59)
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41 ADB - Time Travel and Audit History in Delta Tables (59:27)
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42 ADB - Restore and Truncate, Internal and External Tables (31:42)
