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Jacob Escobar's Projects

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

dataviz icon dataviz

A book covering the fundamentals of data visualization

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

har_sag_data icon har_sag_data

Human Activity Recognition Using Smartphones (Accelerometer & Gyroscope) Data

modelstudio icon modelstudio

📍 Interactive Studio for Explanatory Model Analysis

onitama icon onitama

A computer version of the board game Onitama. This is not affiliated with the publisher, designer, or owner of Onitama. Contains an AI using the alpha-beta pruning method of the minimax algorithm. Different difficulties avaialbe. Handles 0,1, or 2 players. If you like this, please consider buying the physical board game!

ppo-mario-bros-tensorflow-2 icon ppo-mario-bros-tensorflow-2

A modular implementation for Proximal Policy Optimization in Tensorflow 2 using Eagerly Execution for the Super Mario Bros enviroment.

py4fi2nd icon py4fi2nd

Jupyter Notebooks and codes for Python for Finance (2nd ed., O'Reilly) by Yves Hilpisch.

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