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Related lectures (10)
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Weight Initialization: Tricks of the Trade
Explores smart weight initialization in neural networks, emphasizing the importance of proper data normalization and random weight initialization.
Authentication - Tokens
Covers the concept of tokens, how they work, and the implementation of two-factor authentication.
Random Number Generators: Modulo Generator
Explores random number generators on computers, focusing on the Modulo generator and the criteria for pseudo random numbers.
Random Number Generators: Schrage's Algorithm
Explores Schrage's algorithm for generating random numbers and shift-register generators in computers.
Random Number Generators: Algorithms and Generators
Explores portable and non-portable random number generation algorithms and the shift-register generator concept.
Random Number Generators: Basics and Algorithms
Explores random number generators, from true random numbers to pseudo random algorithms, including the modulo generator and advanced techniques.
Monte Carlo methods: single particle diffusion
Covers Monte Carlo methods for simulating single particle diffusion in cementitious materials, including random functions and number generators.
Random Number Generators: Properties and Examples
Covers uniform and pseudo-random number generators, properties, examples, and quality assessment through empirical tests.
Stochastic Simulation: Random Number Generators
Explores random number generators, including Pseudo-RNG algorithms, properties, assessment methods, and independence testing.
K-means Algorithm: Demo
Introduces the k-means algorithm for clustering data points based on centroids and iterative updates.
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