Deep Learning Modus OperandiExplores the benefits of deeper networks in deep learning and the importance of over-parameterization and generalization.
Generalization ErrorExplores generalization error in machine learning, focusing on data distribution and hypothesis impact.
CompressionCovers the concept of compression and constructing prefix-free codes based on given information.
Calculations of ExpectationCovers the calculation of expectation and variance for different types of random variables, including discrete and continuous ones.
Decentralized Storage & Distribution: BitTorrent & IPFSExplores decentralized storage & distribution using BitTorrent & IPFS, covering goals, challenges, building specifications, integrity, bootstrapping, performance, incentives, versioning, naming, and CRDTs.
