A simple PySpark project for beginner data scientists

Опубликовано: 13 Декабрь 2024
на канале: StrataScratch

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Want to unlock the power of Big Data without the complexity? This PySpark tutorial is your ticket!

Download the dataset here: https://redivis.com/datasets/1e0a-f49...

Learn how to:
◉ Use PySpark for personal data science projects (no company server needed!)
◉ Leverage Spark's lightning-fast processing for massive datasets ⚡
◉ Analyze data in real-time with Spark Streaming ⏱️
◉ Build Machine Learning models & explore graphs

Even if you're new to data science, PySpark's Python-like syntax makes it easy to learn.

This video includes a hands-on demo using Google Colab to set up PySpark and analyze real-world weather data. You'll see how to:
◉ Load & clean your data
◉ Calculate statistics & visualize trends
◉ Filter & sort data for deeper insights

Get started with PySpark today & take your data skills to the next level! Subscribe for more data science tutorials!
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Timeline:

Intro: (0:00)
What is PySpark: (0:32)
PySpark Setup: (1:52)
Example: (2:47)
Take away: (3:58)

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About The StrataScratch Platform:

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Contact:

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#pyspark #bigdata #dataanalysis #datascience #machinelearning #datavisualization