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Car Data Analysis: ICC Workspace
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Excel Exercise: Trends
Explores trend analysis in Excel using rent data from 1995 to 2023.
Data Science with Python
Covers Python basics, Pandas, data manipulation, visualization, and machine learning.
Introduction to Applied Data Analysis
Introduces the Applied Data Analysis course, focusing on data science tools and project work.
Super-vision: Celebrating EPFL's Doctoral Theses History
Explores EPFL's doctoral theses history, data visualization, and the innovative D3 approach.
Data Wrangling and Analysis
Covers a homework assignment on data wrangling and analysis using Python's pandas library for real-world datasets.
Data Visualization: Excel Charts
Covers the basics of creating and customizing charts in Excel.
Introduction to Data Science
Introduces the basics of data science, covering decision trees, machine learning advancements, and deep reinforcement learning.
NumPy Arrays and Graphical Representations: Introduction
Covers NumPy arrays and their graphical representations using Matplotlib, focusing on array creation, manipulation, and visualization techniques.
Structuring exploratory spatial data analysis
Explores the structured approach to exploratory spatial data analysis, emphasizing the importance of analytical frameworks and the Visual Seeking Mantra.
Data Visualization: Techniques and Applications
Explores data visualization techniques, design impact, and interactive applications for effective information communication.
