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osama shaban's Projects

coursera-deep-learning-specialization icon coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

cppcoreguidelines icon cppcoreguidelines

The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++

crimes-motives-and-prediction icon crimes-motives-and-prediction

Crimes have grown so much that the mayors of the most influential states in the United States have asked for help: Mayors want to know: The motives for the crimes and whether they have anything to do with age, race, and area. Above all, they ask the Padawan experts to predict, based on an inexpensive regression model, how they can anticipate crime.

deep-learning-keras-tf-tutorial icon deep-learning-keras-tf-tutorial

Learn deep learning with tensorflow2.0, keras and python through this comprehensive deep learning tutorial series. Learn deep learning from scratch. Deep learning series for beginners. Tensorflow tutorials, tensorflow 2.0 tutorial. deep learning tutorial python.

nlp-progress icon nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

numerical-optimisation icon numerical-optimisation

Implemented various gradient descent methods from scratch like Vanilla Gradient Descent, Mini-batch, Stochastic, Momentum, NAG, Adagrad, RMSProp, and Adam Optimizers.

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