Big Data: Processing and DimensionsExplores Big Data generation, storage, processing, and dimensions, along with challenges in data analytics, cloud computing elasticity, and security.
Urban Metabolism AnalysisExplores systemic environmental assessment, national material flow analysis, and urban metabolism dashboard development for Zurich using open data.
Model Finetuning for NLICovers the second assignment for the CS-552: Modern NLP course, focusing on transfer learning and data augmentation.
Maximum Likelihood InferenceExplores maximum likelihood inference, comparing models based on likelihood ratios and demonstrating with a coin example.
Air Pollution Data AnalysisCovers the analysis of air pollution data, focusing on R basics, visualizing time series, and creating summaries of pollutant concentrations.
