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Explores datacenter-scale software systems, microservices, scaling challenges, tail latency, RPC layer, and future cloud computing trends.
Advanced Spark Optimizations and Partitioning
Delves into advanced Spark optimizations, partitioning, data skew, persistency, MLlib, and best practices.
Data Analysis Techniques: Amplitude Shift Keying and Graphical Methods
Covers amplitude shift keying and various data analysis techniques using Jupyter Notebooks.
Climate Extremes: Metrics and Implications
Explores climate extremes, including fitting extreme value distributions, impact of climate change, and observed changes in temperature extremes.
Feynman Rules I: Asymptotic Statistic and Instantons
Covers the Feynman Rules, Asymptotic Statistics, Normal Ordering, and Instantons.
Optimality in Statistical Inference
Delves into the duality between confidence intervals and hypothesis tests, emphasizing the importance of precision and accuracy in estimation.
Generative Models: Advancements in Molecular Design
Explores the use of generative models for discovering novel molecules in molecular design.
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