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LVx: Introduction to Python and Programming for Data Science and Machine Learning

From zero to Python, with a focus on preparing you for data science and machine learning.

Introduction to Python and Programming for Data Science and Machine Learning
8 semanas
1–4 horas por semana
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Sobre este curso

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A gentle beginner introduction to the world of programming, using the Python programming language.

  • No prior experience necessary.
  • Teaches the Python programming language.
  • Prepares you for data analysis and machine learning.
  • Introduces good coding principles and tips.
  • Where to go next, and how to keep learning.

De un vistazo

  • Institution LVx
  • Subject Informática
  • Level Introductory
  • Prerequisites
    • A modern web browser.
  • Language English
  • Video Transcript English
  • Associated skillsData Analysis, Python (Programming Language), Data Science, Machine Learning

Lo que aprenderás

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  • What "programming" actually is.
  • Programmer mental models.
  • Core elements of the Python programming language:
    • Data Types
    • Variables
    • Control Flow (Ifs and Loops)
    • Functions
    • Packages and libraries
  • Core programmer tools:
    • Jupyter notebooks
    • Editor Features
    • Syntax Highlighting
    • Autocomplete
  • Where to go for help.
  • How to keep learning beyond this course.

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