Introduces the basics of machine learning, covering supervised and unsupervised learning, linear regression, and data understanding.
Explores water consumption data in Geneva, including charts on consumption and losses, available datasets, and data processing phases.
Explores challenges in data assumptions, biases, and more in research, including incomplete write-ups and frustrations of newcomers.
Introduces the Applied Data Analysis course at EPFL, covering a broad range of data analysis topics and emphasizing continuous learning in data science.
