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coursera_cnn

coursera_hyperparameter_tunning_regularization_optimization

coursera_machine_learning_clustering

Clustering and retrieval are some of the most high-impact machine learning tools out there. Retrieval is used in almost every applications and device we interact with, like in providing a set of products related to one a shopper is currently considering, or a list of people you might want to connect with on a social media platform. Clustering can be used to aid retrieval, but is a more broadly useful tool for automatically discovering structure in data, like uncovering groups of similar patients. Clustering and retrieval are some of the most high-impact machine learning tools out there. Retrieval is used in almost every applications and device we interact with, like in providing a set of products related to one a shopper is currently considering, or a list of people you might want to connect with on a social media platform. Clustering can be used to aid retrieval, but is a more broadly useful tool for automatically discovering structure in data, like uncovering groups of similar patients. This course provides you with an overview of the topics we will cover and the background knowledge and resources we assume you have.

coursera_neural_networks_deep_learning

hacker_rank

python solutions of the HackerRank problems

particlepack

Simulate the formation of three-dimensional packings of spherical and non-spherical (regular and irregular) particles with prescribed size distributions.

regular_irregular_particle_shapes

Numerical study on influence of particle shape on microstructural, transport and mechanical properties of granular media: insights from numerical simulations