PySpark - Build DataFrames with Python, Apache Spark and SQL
Build an amazing DataFrames with Python, Apache Spark, and SQL
Welcome to the PySpark - Build DataFrames with Python, Apache Spark, and SQL course! In this comprehensive training program, you will gain hands-on experience in building and manipulating DataFrames using Python, Apache Spark, and SQL.
DataFrames are a powerful data structure used for handling large-scale structured and semi-structured data. In this course, you will learn how to harness the capabilities of PySpark, the Python API for Apache Spark, to perform data processing and analysis tasks efficiently.
You will start by understanding the fundamentals of Apache Spark and its architecture, enabling you to leverage its distributed computing capabilities. Through practical exercises, you will learn how to create, transform, and manipulate DataFrames using Python code. You will explore various data operations, including filtering, grouping, aggregating, and joining datasets.
In addition, you will dive into SQL queries with PySpark, allowing you to express complex data transformations and analysis using familiar SQL syntax. This will further enhance your data manipulation skills and enable you to leverage your existing SQL knowledge in the PySpark environment.
By the end of this course, you will have a strong foundation in building and working with DataFrames using Python, Apache Spark, and SQL. Whether you are a data engineer, data scientist, or aspiring big data professional, this course will equip you with the essential skills to tackle real-world data challenges using PySpark.
Don't miss this opportunity to unlock the potential of PySpark and elevate your data processing and analysis capabilities. Enroll now and embark on your journey to becoming a proficient PySpark developer with the ability to build amazing DataFrames using Python, Apache Spark, and SQL.
Your Instructor
Alexandra Kropf is Mammoth Interactive's CLO and a software developer with extensive experience in full-stack web development, app development and game development. She has helped produce courses for Mammoth Interactive since 2016, including the Coding Interview series in Java, JavaScript, C++, C#, Python and Swift.
Mammoth Interactive is a leading online course provider in everything from learning to code to becoming a YouTube star. Mammoth Interactive courses have been featured on Harvard’s edX, Business Insider and more.
Over 12 years, Mammoth Interactive has built a global student community with 4 million courses sold. Mammoth Interactive has released over 350 courses and 3,500 hours of video content.
Founder and CEO John Bura has been programming since 1997 and teaching
since 2002. John has created top-selling applications for iOS, Xbox and
more. John also runs SaaS company Devonian Apps, building
efficiency-minded software for technology workers like you.
Course Curriculum
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Start00. Intro To Course And Python (9:57)
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Start01. Variables (19:19)
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Start02. Type Conversion Examples (10:06)
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Start03. Operators (28:54)
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Start04. Collections (8:24)
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Start05. List Examples (19:41)
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Start06. Tuples Examples (8:36)
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Start07. Dictionaries Examples (14:26)
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Start08. Ranges Examples (8:32)
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Start09. Conditionals (6:43)
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Start10. If Statement Examples (21:32)
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Start11. Loops (29:42)
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Start12. Functions (17:01)
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Start13. Parameters And Return Values Examples (13:54)
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Start14. Classes And Objects (34:11)
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Start15. Inheritance Examples (17:29)
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Start16. Static Members Examples (11:05)
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Start17. Summary And Outro (4:08)