Current courses

Semester away

Recent courses

Probability Theory and Applications

Broad study in probability theory and set theoretical proofs
Particular focus is given to distributions and Stochastic methods

Randomized Algorithms for Machine Learning and Optimization

Probability and optimization techniques prevalent in modern Machine Learning algorithms
Application of randomized algorithms, paticularly for Machine Learning

Programming for Cognitive Science and Artificial Intelligence

Focus on the preprocessing and visualization of data for modeling, as well as model selection and validation
Generation of regression and classification models, tree-based models, and neural network models, including deep learning

Linear Algebra

Covers topics from fundamental vector theory to single value decomposition, including spectral theory and funcitonal calculus

Metaphysics and Consciousness

Discussion based approach to metaphysics and its relavence to Cognitive Science and hard sciences

Completed courses

Research Methods and Statistics I, Operating Systems, Graph Theory, Cognition and the Brain, Cognitive Psychology, Intro to Differential Equations, Principles of Software, Intro to Algorithms, Intro to Linguistics, Computer Organization, Foundations of Computer Science, Intro to Formal Logic, Intro to Cognitive Science, IT and Society, Data Structures, Computer Science 1, Technology and Social Interactions in the US, Multivariable Calculus

Other

Project Lead the Way: high-school engineering courses designed by Rochester Institute of Technology; Introduction to Engineering Design, Principles of Engineering, Computer Integrated Manufacturing, Engineering Design and Documentation

Skills and Certifications

Red-Cross: First-aid, CPR, pediatric CPR

Coding languages: Python, C++, C, MIPS32, Java, HTML, CSS, R

Python Packages: ABC, DataClasses, Keras, Numpy/Pandas, Parsimonious, PyTorch, SciKitLearn, Spacy, TensorFlow, Typing

Interface: CMD, Ubuntu, Git

World languages (level): French (conversational), Portuguese (conversational), German (basic), Spanish (basic), Italian (basic), Hebrew (basic)