José Oliveira da Cruz's repositories
minimal-mistakes
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
AniManager
short script that I use to create records for experimental subjects/experiments.
arduino
Arduino sketches used to interact with micro-controllers and Bonsai layouts used for data acquisition.
behavior
Code that I use to analyse behavioral data
data-meets-python
Code & resources for 'Data meets Python 🐍' Medium articles
datascience_projects
Repository with code and notebooks used to train myself in statistics, probability and machine learning using publicly available datasets.
udacity-ds-project1
Data Science: Exploratory data analysis of restaurants providing outdoor dining in NYC.
udacity-ds-project2
Full Stack Web Development: created and deployed a dashboard to visualize noise complaints in NYC from 2019 to 2021.
udacity-ds-project3
Data Science: Using Natural Language Processing, Supervised Machine Learning and Web Development to classify disaster messages during catastrophic events.
udacity-ds-project4
Recommendation systems: Rank based and Collaborative Filtering (Neighbor-based and Model-based) approach to recommend articles based on user-article interactions.
bootcamp
Caltech Introduction to Programming for the Biological Science Bootcamp
course-content
Summer course content for Neuromatch Academy
coursera-capstone
Capstone project of the Data Science Certification from IBM.
data-science-template
Template for a data science project
DataScienceCourse
This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.
DLCutils
Various scripts to support deeplabcut...
introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
machine_learning_basics
Plain python implementations of basic machine learning algorithms
ml-interviews-book
https://huyenchip.com/ml-interviews-book/
nbstripout
strip output from Jupyter and IPython notebooks
python-for-neuroscience
A workshop for teaching python to neuroscientists with some previous programming experience.
python-video-converter
Python Video Converter (ffmpeg wrapper)
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
pytorch-Deep-Learning
Deep Learning (with PyTorch)
udacity-ds-capstone
Improving Customer Service Experience with Data Science.