Name: Professor Ernesto C.R., George Washington University (www.gwu.edu)
Type: User
Company: George Washington University/Harvard
Bio: Mobile: (+51) 991744003, Training/Classes: [email protected] - Consultorías/Asesorías: [email protected]
Location: United States/Switzerland/Peru/Argentina
Blog: www.gwu.edu
Professor Ernesto C.R., George Washington University (www.gwu.edu)'s Projects
Implements common data science methods and machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.
Example code for MatLab
Ppts, códigos de las conferencias y videollamadas. Data Science Research Perú, es una iniciativa desarrollada con el objetivo de fomentar Data Science & Inteligencia Artificial en las universidades, empresas y fortalecer la cooperación a nivel nacional e internacional.
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Short Course - Applied Machine Learning for Risk Management
Short Course - Applied Machine Learning for Security Informatics
Open Machine Learning course mlcourse.ai, both in English and Russian
MNIST digits kmeans clustering from scratch
Using multidimensional LSTM neural networks to create a forecast for Bitcoin price
Multidimensional LSTM BitCoin Time-Series (master): Using multidimensional LSTM neural networks to create a forecast for Bitcoin price.
Machine Learning + LSTM Implementation to capture sentiments surrouding the Colombian elections in 2018. Sentiment analysis entirely on Spanish tweets with interesting external data sourcing.
Response to Siraj Raval's weekly challenge in The Evolution of Gradient Descent video
EPFL Course - Optimization for Machine Learning - CS-439
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
Papers from the computer science community to read and discuss.
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
http://pythonprogramming.net/machine-learning-pattern-recognition-algorithmic-forex-stock-trading/
Repository of my PhD Thesis
Image-to-image translation with conditional adversarial nets
This is the coding challenge for "Predicting Stock Prices" by @Sirajology on Youtube
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Provas e gabaritos da POSCOMP, sem marcação das respostas :books:
The PSL software from the University of Maryland and the University of California Santa Cruz