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Language: English | Size: 1.87 GB | Duration: 4h 32m
Learn Apache Spark 3 With Scala & Earn the Databricks Associate Certification to prove your skills as data professional
What you'll learn
How to prepare for the Databricks Certified Associate Developer For Apache Spark 3 Certification Exam
The Architecture of an Apache Spark Application
Learn how Apache Spark runs on a cluster of computer
Learn the Execution Hierarchy of Apache Spark
Create DataFrame from files and Scala Collections
Spark DataFrame API and SQL functions
Learn the different techniques to select the columns of a DataFrame
How to define the schema of a DataFrame and set the data types of the columns
Apply various methods to manipulate the columns of a DataFrame
How to filter your DataFrame based on specifics rules
Learn how to sort data in a specific order
Learn how to sort rows of a DataFrame in a specific order
How to arrange the rows of DataFrame as groups
How to handle NULL Values in a DataFrame
How to use JOIN or UNION to combine two data sets
How you can save the result of complex data transformations to an external storage system
The different deployment modes of an Apache Spark Application
working with UDFs and Spark SQL functions
How to use Databricks Community Edition to write Apache Spark Code
Requirements
Basic Scala Knowledge
Basic data skills
NO Previous Spark Knowledge
Description
Do you want to learn how to handle massive amounts of data at scale?
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Apache Spark Architecture Distributed Processing/001 What You Will Learn In This Section.mp4
12.3 MB
~Get Your Files Here !/01 - Apache Spark Architecture Distributed Processing/001 What You Will Learn In This Section_en.vtt
761 B
~Get Your Files Here !/01 - Apache Spark Architecture Distributed Processing/002 Distributed Processing How Apache Spark Runs On A Cluster.mp4
189.9 MB
~Get Your Files Here !/01 - Apache Spark Architecture Distributed Processing/002 Distributed Processing How Apache Spark Runs On A Cluster_en.vtt
11.3 KB
~Get Your Files Here !/01 - Apache Spark Architecture Distributed Processing/003 Azure Databricks How To Create A Cluster.mp4
25.2 MB
~Get Your Files Here !/01 - Apache Spark Architecture Distributed Processing/003 Azure Databricks How To Create A Cluster_en.vtt
6.8 KB
~Get Your Files Here !/01 - Apache Spark Architecture Distributed Processing/004 Databricks Community Edition How To Create A Cluster.mp4
11.4 MB
~Get Your Files Here !/01 - Apache Spark Architecture Distributed Processing/004 Databricks Community Edition How To Create A Cluster_en.vtt
3.9 KB
~Get Your Files Here !/02 - Apache Spark Architecture Distributed Data/001 Install the course Dataset and Notbooks.mp4
15.7 MB
~Get Your Files Here !/02 - Apache Spark Architecture Distributed Data/001 Install the course Dataset and Notbooks_en.vtt
3.1 KB
~Get Your Files Here !/02 - Apache Spark Architecture Distributed Data/002 Distributed Data The DataFrame.mp4
64.1 MB
~Get Your Files Here !/02 - Apache Spark Architecture Distributed Data/002 Distributed Data The DataFrame_en.vtt
10.2 KB
~Get Your Files Here !/02 - Apache Spark Architecture Distributed Data/003 How To Define The Structure Of A DataFrame.mp4
97.6 MB
~Get Your Files Here !/02 - Apache Spark Architecture Distributed Data/003 How To Define The Structure Of A DataFrame_en.vtt
9.9 KB
~Get Your Files Here !/02 - Apache Spark Architecture Distributed Data/address.parquet
607.4 KB
~Get Your Files Here !/02 - Apache Spark Architecture Distributed Data/customer.json
38.4 MB
~Get Your Files Here !/02 - Apache Spark Architecture Distributed Data/DCAD_Training.dbc
43.8 KB
~Get Your Files Here !/02 - Apache Spark Architecture Distributed Data/item.dat
9 MB
~Get Your Files Here !/02 - Apache Spark Architecture Distributed Data/web_sales.csv
139.4 MB
~Get Your Files Here !/03 - DataFrame Transformations/001 Selecting Columns.mp4
64.7 MB
~Get Your Files Here !/03 - DataFrame Transformations/001 Selecting Columns_en.vtt
9.8 KB
~Get Your Files Here !/03 - DataFrame Transformations/002 Renaming Columns.mp4
8.1 MB
~Get Your Files Here !/03 - DataFrame Transformations/002 Renaming Columns_en.vtt
2.8 KB
~Get Your Files Here !/03 - DataFrame Transformations/003 Change Columns data type.mp4
33.2 MB
~Get Your Files Here !/03 - DataFrame Transformations/003 Change Columns data type_en.vtt
4.8 KB
~Get Your Files Here !/03 - DataFrame Transformations/004 Adding Columns to a DataFrame.mp4
29.9 MB
~Get Your Files Here !/03 - DataFrame Transformations/004 Adding Columns to a DataFrame_en.vtt
4.5 KB
~Get Your Files Here !/03 - DataFrame Transformations/005 Removing Columns from a DataFrame.mp4
16.3 MB
~Get Your Files Here !/03 - DataFrame Transformations/005 Removing Columns from a DataFrame_en.vtt
2.7 KB
~Get Your Files Here !/03 - DataFrame Transformations/006 Basics Arithmetic with DataFrame.mp4
23.8 MB
~Get Your Files Here !/03 - DataFrame Transformations/006 Basics Arithmetic with DataFrame_en.vtt
3.7 KB
~Get Your Files Here !/03 - DataFrame Transformations/007 Apache Spark Architecture DataFrame Immutability.mp4
98.5 MB
~Get Your Files Here !/03 - DataFrame Transformations/007 Apache Spark Architecture DataFrame Immutability_en.vtt
10.1 KB
~Get Your Files Here !/03 - DataFrame Transformations/008 How To Filter A DataFrame.mp4
51.4 MB
~Get Your Files Here !/03 - DataFrame Transformations/008 How To Filter A DataFrame_en.vtt
7.9 KB
~Get Your Files Here !/03 - DataFrame Transformations/009 Apache Spark Architecture Narrow Transformations.mp4
6.7 MB
~Get Your Files Here !/03 - DataFrame Transformations/009 Apache Spark Architecture Narrow Transformations_en.vtt
2.2 KB
~Get Your Files Here !/03 - DataFrame Transformations/010 Dropping Rows.mp4
14.1 MB
~Get Your Files Here !/03 - DataFrame Transformations/010 Dropping Rows_en.vtt
4.6 KB
~Get Your Files Here !/03 - DataFrame Transformations/011 Handling Null Values Part I - Null Functions.mp4
29.5 MB
~Get Your Files Here !/03 - DataFrame Transformations/011 Handling Null Values Part I - Null Functions_en.vtt
3.9 KB
~Get Your Files Here !/03 - DataFrame Transformations/012 Handling Null Values Part II - DataFrameNaFunctions.mp4
70.1 MB
~Get Your Files Here !/03 - DataFrame Transformations/012 Handling Null Values Part II - DataFrameNaFunctions_en.vtt
9.3 KB
~Get Your Files Here !/03 - DataFrame Transformations/013 Sort and Order Rows - Sort & OrderBy.mp4
13 MB
~Get Your Files Here !/03 - DataFrame Transformations/013 Sort and Order Rows - Sort & OrderBy_en.vtt
4.9 KB
~Get Your Files Here !/03 - DataFrame Transformations/014 Create Group of Rows GroupBy.mp4
42.6 MB
~Get Your Files Here !/03 - DataFrame Transformations/014 Create Group of Rows GroupBy_en.vtt
8.9 KB
~Get Your Files Here !/03 - DataFrame Transformations/015 DataFrame Statistics.mp4
60.3 MB
~Get Your Files Here !/03 - DataFrame Transformations/015 DataFrame Statistics_en.vtt
9.8 KB
~Get Your Files Here !/03 - DataFrame Transformations/016 Joining DataFrames - Inner Join.mp4
38.5 MB
~Get Your Files Here !/03 - DataFrame Transformations/016 Joining DataFrames - Inner Join_en.vtt
6.3 KB
~Get Your Files Here !/03 - DataFrame Transformations/017 Joining DataFrames - Right Outer Join.mp4
17.8 MB
~Get Your Files Here !/03 - DataFrame Transformations/017 Joining DataFrames - Right Outer Join_en.vtt
5.6 KB
~Get Your Files Here !/03 - DataFrame Transformations/018 Joining DataFrames - Left Outer Join.mp4
16.4 MB
~Get Your Files Here !/03 - DataFrame Transformations/018 Joining DataFrames - Left Outer Join_en.vtt
4.9 KB
~Get Your Files Here !/03 - DataFrame Transformations/019 Appending Rows to a DataFrame - Union.mp4
42 MB
~Get Your Files Here !/03 - DataFrame Transformations/019 Appending Rows to a DataFrame - Union_en.vtt
6 KB
~Get Your Files Here !/03 - DataFrame Transformations/020 Cahing a DataFrame.mp4
74.8 MB
~Get Your Files Here !/03 - DataFrame Transformations/020 Cahing a DataFrame_en.vtt
11.6 KB
~Get Your Files Here !/03 - DataFrame Transformations/021 DataFrameWriter Part I.mp4
114.9 MB
~Get Your Files Here !/03 - DataFrame Transformations/021 DataFrameWriter Part I_en.vtt
14.4 KB
~Get Your Files Here !/03 - DataFrame Transformations/022 DataFrameWriter Part II - PartitionBy.mp4
56.9 MB
~Get Your Files Here !/03 - DataFrame Transformations/022 DataFrameWriter Part II - PartitionBy_en.vtt
8.2 KB
~Get Your Files Here !/03 - DataFrame Transformations/023 User Defined Functions.mp4
44.2 MB
~Get Your Files Here !/03 - DataFrame Transformations/023 User Defined Functions_en.vtt
11.2 KB
~Get Your Files Here !/04 - Apache Spark Architecture Execution/001 Query Planning.mp4
102.4 MB
~Get Your Files Here !/04 - Apache Spark Architecture Execution/001 Query Planning_en.vtt
12.1 KB
~Get Your Files Here !/04 - Apache Spark Architecture Execution/002 Execution Hierarchy.mp4
67.4 MB
~Get Your Files Here !/04 - Apache Spark Architecture Execution/002 Execution Hierarchy_en.vtt
7.3 KB
~Get Your Files Here !/04 - Apache Spark Architecture Execution/003 Partioning a DataFrame.mp4
51.9 MB
~Get Your Files Here !/04 - Apache Spark Architecture Execution/003 Partioning a DataFrame_en.vtt
7.8 KB
~Get Your Files Here !/04 - Apache Spark Architecture Execution/004 Adaptive Query Execution - An Introductuction.mp4
122.2 MB
~Get Your Files Here !/04 - Apache Spark Architecture Execution/004 Adaptive Query Execution - An Introductuction_en.vtt
15 KB
~Get Your Files Here !/04 - Apache Spark Architecture Execution/external-assets-links.txt
331 B
~Get Your Files Here !/05 - Exam Logistics/001 Exam Logistics.mp4
134.8 MB
~Get Your Files Here !/05 - Exam Logistics/001 Exam Logistics_en.vtt
