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Language: English | Size: 1.23 GB | Duration: 2h 1m
Accelerate Your Data Skills: Dive into PySpark!
What you'll learn
Learn to load data into PySpark dataframes
Learn to wrangle your data to clean, handle nulls & handle duplicates
Learn to create calculated fields, aggregate your data & extract insights
Learn to implement advanced PySpark techniques such as window functions and user-defined functions (UDFs)
Requirements
Some basic Python knowledge is desirable but not entirely necessary
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FILE LIST
Filename
Size
~Get Your Files Here !/1 - Introduction/1 - Course Intro.mp4
4.8 MB
~Get Your Files Here !/1 - Introduction/2 - Exploring The Data.mp4
17.2 MB
~Get Your Files Here !/1 - Introduction/3 - Our Development Environment.mp4
11.6 MB
~Get Your Files Here !/1 - Introduction/course_file.csv
19.8 MB
~Get Your Files Here !/2 - Basics/10 - Creating Calculated Fields.mp4
48.3 MB
~Get Your Files Here !/2 - Basics/11 - Handling Duplicates.mp4
17 MB
~Get Your Files Here !/2 - Basics/12 - Writing to Files.mp4
8.1 MB
~Get Your Files Here !/2 - Basics/4 - Ingesting Our Data.mp4
50.9 MB
~Get Your Files Here !/2 - Basics/5 - Inspecting Our Dataframe.mp4
35.6 MB
~Get Your Files Here !/2 - Basics/6 - Creating a custom schema.mp4
35.7 MB
~Get Your Files Here !/2 - Basics/7 - Handling Null Values.mp4
55.4 MB
~Get Your Files Here !/2 - Basics/8 - Running SQL on our dataframes.mp4
26.8 MB
~Get Your Files Here !/2 - Basics/9 - Group by Aggregation.mp4
32.4 MB
~Get Your Files Here !/3 - Case Statements When/13 - Case Statements Section 1.mp4
52.7 MB
~Get Your Files Here !/3 - Case Statements When/14 - Case Statements Section 2.mp4
32.5 MB
~Get Your Files Here !/3 - Case Statements When/15 - Case Statements Section 3.mp4
63.2 MB
~Get Your Files Here !/3 - Case Statements When/16 - Case Statements Section 4.mp4
72.9 MB
~Get Your Files Here !/3 - Case Statements When/17 - Case Statement Challenge.mp4
3.1 MB
~Get Your Files Here !/3 - Case Statements When/18 - Case Statement Solution.mp4
35.9 MB
~Get Your Files Here !/4 - Window Functions/19 - Rank Window Function.mp4
81.7 MB
~Get Your Files Here !/4 - Window Functions/20 - Row Number Window Function.mp4
64.4 MB
~Get Your Files Here !/4 - Window Functions/21 - Lead Lag Window Function.mp4
71.9 MB
~Get Your Files Here !/4 - Window Functions/22 - Sum Window Function.mp4
23 MB
~Get Your Files Here !/4 - Window Functions/23 - Window Function Challenge.mp4
5.1 MB
~Get Your Files Here !/4 - Window Functions/24 - Window Function Challenge Solution.mp4
20.4 MB
~Get Your Files Here !/5 - Filtering Dataframes/25 - Filtering Dataframes 1.mp4
41.7 MB
~Get Your Files Here !/5 - Filtering Dataframes/26 - Filtering Dataframes 2.mp4
16.6 MB
~Get Your Files Here !/5 - Filtering Dataframes/27 - Filtering Dataframes 3.mp4
21.3 MB
~Get Your Files Here !/5 - Filtering Dataframes/28 - Filtering Dataframes 4.mp4
38.4 MB
~Get Your Files Here !/6 - UDFs User Defined Functions/29 - UDFs 1.mp4
45.9 MB
~Get Your Files Here !/6 - UDFs User Defined Functions/30 - UDFs 2.mp4
49.9 MB
~Get Your Files Here !/6 - UDFs User Defined Functions/31 - UDF Challenge.mp4
7 MB
~Get Your Files Here !/6 - UDFs User Defined Functions/32 - UDF Challenge Solution.mp4
34.7 MB
~Get Your Files Here !/7 - Working With Datetimes/33 - Working with Datetimes.mp4
80.4 MB
~Get Your Files Here !/7 - Working With Datetimes/34 - Datetime Challenge.mp4
6.7 MB
~Get Your Files Here !/7 - Working With Datetimes/35 - Datetime Solution.mp4
38 MB
~Get Your Files Here !/8 - Wrapping Up/36 - Congratulations.mp4
2.7 MB
~Get Your Files Here !/8 - Wrapping Up/37 - Next Steps.html
