Lec5
Training Neural Networks II: Weight Initialization(Activation Statistics, Xavier Initialization, Kaiming / MSRA Initialization, Residual Networks…), Overfits, Regularization, Regularization, Data Augmentation
Training networks
Lec2
Introduction of Neural Networks I,Deep Neural Networks, Activation Fuctions
Neural networks
Lec3
Introduction of Neural Networks II,Universal Approximation, Convex Fuctions.
2 Video & PDF
https://www.khanacademy.org/science/chemistry/chemistry-basics
This introductory course covers the fundamental principles of chemistry, including atomic structure, chemical bonding, and chemical reactions.
ChemistryIntroductionAtomsMolecules
https://www.khanacademy.org/science/chemistry/atomic-structure-and-properties
Explore the structure of atoms, including protons, neutrons, and electrons, and how they relate to the organization of the periodic table.
1
ChemistryAtomsPeriodic TableElectrons
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