Introduces the Applied Data Analysis course at EPFL, covering a broad range of data analysis topics and emphasizing continuous learning in data science.
Covers isothermal calorimetry, a method to measure heat production rate in materials like cement, discussing its importance and practical applications.
Delves into the 'digital turn' in history, examining historical research using digitized newspapers and exploring text reuse, word embeddings, and data visualization.
Explores data handling fundamentals, including models, sources, and wrangling, emphasizing the importance of understanding and addressing data problems.
Explores structural measurement techniques, emphasizing safety, systematic approaches, and data interpretation over time, using the Riddes bridges case study.
Explores design discussions and documentation in software development, emphasizing scientific programming and code documentation tools like Doxygen and Sphinx.