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In 2022, I completed the "Applied Data Science: Machine Learning" course at the EPFL Extension School. The program includes certified courses on data analysis with Python, applied data analysis and applied machine learning. At the end of the course there is a customisable capstone project.

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01. Introduction to Data Analysis with Python

Foundational concepts of data analysis:

  • Getting started with Python
  • Explore your first data set
  • The Jupyter notebook
  • A first look at NumPy & Pandas
  • The basics of data visualization
  • Probability for data science
  • Linear algebra for data science
  • Course project

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In 2022, I completed the "Applied Data Science: Machine Learning" course at the EPFL Extension School. The program includes certified courses on data analysis with Python, applied data analysis and applied machine learning. At the end of the course there is a customisable capstone project.

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