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Databricks : Build Data Lake House for Retail Store

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A. K Kumar

3:59:56

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  • 1.1 Impetus.pdf
  • 1. Course Introduction.mp4
    02:33
  • 1. Agenda.mp4
    00:30
  • 2. Setup Azure Account.mp4
    04:11
  • 3. Setup Workspace.mp4
    02:45
  • 4. Navigate the Workspace.mp4
    06:08
  • 5. Clusters.mp4
    08:11
  • 6. What is Notebook.mp4
    06:21
  • 7. What is Libraries.mp4
    04:19
  • 8. Databricks File System (DBFS).mp4
    04:17
  • 9. DBUTILS.mp4
    08:36
  • 10. Widgets.mp4
    06:07
  • 1. Agenda.mp4
    00:34
  • 2. What Is Data LakeHouse.mp4
    06:34
  • 3. Delta Lake.mp4
    03:45
  • 4. Lab Create Delta Table.mp4
    06:30
  • 5. Lab Read & Write Delta Table.mp4
    07:06
  • 6. Lab Update Delete Merge.mp4
    05:40
  • 7. Lab Schema Validation.mp4
    10:31
  • 8. Lab Time Travel.mp4
    05:07
  • 9. Lab Generated Columns.mp4
    04:17
  • 1. Architecture.mp4
    02:40
  • 2. Mediallion Architecture.mp4
    01:45
  • 1.1 bronze.zip
  • 1. Agenda.mp4
    00:37
  • 2. Lab Configure data Source.mp4
    05:53
  • 3. Lab Developing Product Pipeline.mp4
    09:17
  • 4. Lab Build Customer Pipeline.mp4
    08:00
  • 5. Lab Build Order Pipeline.mp4
    06:45
  • 6. Lab Build Weblogs Pipeline.mp4
    05:27
  • 7. Lab Ip Location.mp4
    02:37
  • 8. Lab Build Currency Pipeline.mp4
    06:56
  • 9. Lab Build Real Time & Streaming Pipeline Part -1.mp4
    06:25
  • 10. Lab Build Real Time & Streaming Pipeline Part -2.mp4
    07:41
  • 1.1 silver.zip
  • 1. Agenda.mp4
    00:32
  • 2. Lab Build Silver Customer Pipeline.mp4
    11:00
  • 3. Lab Build Silver Product Pipeline.mp4
    07:53
  • 4. Lab Build Silver Order PIpeline.mp4
    09:34
  • 5. Lab Build Weblogs.mp4
    07:36
  • 1.1 gold.zip
  • 1. Agenda.mp4
    00:31
  • 2. Databricks SQL Concept.mp4
    02:03
  • 3. Lab Build Foundation of Gold Layer.mp4
    05:11
  • 4. Lab Build Gold Layer.mp4
    04:45
  • 5. Lab Create Query.mp4
    03:30
  • 6. Lab Develop Dashboard.mp4
    04:58
  • 1. Lab Develop bronze layer workflow.mp4
    05:58
  • 2. Lab Develop silver layer workflow.mp4
    04:58
  • 3. Lab Develop gold layer workflow.mp4
    03:22
  • Description


    Learn Databricks concepts, Spark, Spark Structure Streaming, Delta lake, Databricks SQL Analytics

    What You'll Learn?


    • Azure Databricks Fundamentals
    • Delta Lake Fundamentals
    • Learn Bronze Layer,Silver layer & Gold layer
    • Learn Workflow

    Who is this for?


  • Data Engineering Students & Developers
  • Bigdata Developer
  • Python & SQL Developer
  • What You Need to Know?


  • Python & Spark
  • More details


    Description

    Learn Databricks concepts, PySpark, Spark Structure Streaming, Delta lake, Databricks SQL Analytics.

    Learn Bronze Layer.

    Learn Silver Layer.

    Learn Gold Layer

    Learn Databricks concepts, PySpark, Spark Structure Streaming, Delta lake, Databricks SQL Analytics.

    Learn Bronze Layer.

    Learn Silver Layer.

    Learn Gold Layer

    Learn Databricks concepts, PySpark, Spark Structure Streaming, Delta lake, Databricks SQL Analytics.

    Learn Bronze Layer.

    Learn Silver Layer.

    Learn Gold Layer


    Module 1:

    •Setup Azure Account

    •Setup Workspace

    •Navigate the Workspace

    •Clusters

    •What is Notebook

    •What is Libraries

    •Databricks File System (DBFS)

    •DBUTILS

    •Widgets

    Module 2:

    •What Is Data Lakehouse

    •Delta Lake

    •Create Delta Table

    •Read & Write Delta Table

    •Update / Delete / Merge

    •Schema Validation

    •Time Travel

    •Generated Columns

    Module 3:

    •Configure Data Source

    •Build Product Pipeline

    •Build Customer Pipeline

    •Build Order Pipeline

    •Build Weblogs Pipeline

    •Build IP Location Pipeline

    •Build Currency Pipeline

    •Build Streaming Pipeline

    Module 4:

    •Build Curated Product Pipeline

    •Build Curated Customer Pipeline

    •Build Curated Order Pipeline

    •Build Curated Weblogs Pipeline

    •Build Curated Streaming Pipeline

    Module 5:

    •Databricks SQL Concept

    •Build Foundation of Gold Layer

    •Build Gold Layer

    •Create Query

    •Develop Dashboard

    Module 5:

    •Databricks SQL Concept

    •Build Foundation of Gold Layer

    •Build Gold Layer

    •Create Query

    •Develop Dashboard

    Module 6:

    •Develop Bronze Layer Workflow

    •Develop Silver Layer Workflow

    •Develop Gold Layer Workflow

    Who this course is for:

    • Data Engineering Students & Developers
    • Bigdata Developer
    • Python & SQL Developer

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    I am A K  and having 15 year of sound experience in the software industry.From last 5 year I am working on the Bigdata,Cloud Computing and Chat Bot development.Currently working in the Multinational Company as a Technical Architect.Technical Skills :Bigdata: Hadoop,Hive,Cloudera,Databricks,Hortonworks,Spark,Spark SQL.Cloud: AWS,AZURE,GCP,Micro-services.Chatbot Framework: RASA,RASA-X,Dialog Flow.I am A K  and having 15 year of sound experience in the software industry.From last 5 year I am working on the Bigdata,Cloud Computing and Chat Bot development.Currently working in the Multinational Company as a Technical Architect.Technical Skills :Bigdata: Hadoop,Hive,Cloudera,Databricks,Hortonworks,Spark,Spark SQL.Cloud: AWS,AZURE,GCP,Micro-services.Chatbot Framework: RASA,RASA-X,Dialog Flow.
    Students take courses primarily to improve job-related skills.Some courses generate credit toward technical certification. Udemy has made a special effort to attract corporate trainers seeking to create coursework for employees of their company.
    • language english
    • Training sessions 46
    • duration 3:59:56
    • Release Date 2024/04/29