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AI: Python and Pandas for Data Engineering

415,00 €

Master Python essentials and Pandas for data engineering. Learn to set up development environments, manipulate data, and efficiently solve real-world problems.

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About this course

In this course, you’ll gain the Python and Pandas skills essential for data engineering:

  • Set up version-controlled Python environments with necessary libraries
  • Write Python programs using key language features and data structures
  • Manipulate and analyze data using the powerful Pandas library
  • Explore alternative data structures like NumPy arrays and PySpark DataFrames
  • Utilize Vim, Visual Studio Code, and Git for productive development

Whether you’re a beginner or have some programming experience, you’ll learn to harness Python and Pandas to tackle data engineering challenges. Hands-on exercises reinforce your learning each step of the way.

At a glance

  • Institution:

    AI

  • Subject: Computer Science
  • Level: Introductory
  • Prerequisites:
    None
  • Language: English
  • Video Transcript: English
  • Associated programs:
    • Professional Certificate in Data Engineering Foundations

What you’ll learn

  • Python environment setup and package management
  • Core Python syntax and data structures
  • Pandas DataFrames for data manipulation
  • Alternatives to Pandas for big data
  • Development with Vim, VS Code, and Git

Additional information

Weeks

4
Language

English

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