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A curated list of awesome posts, videos, and articles on leading a data team (small and large)
Algorithms for outlier, adversarial and drift detection
⚡ Serverless Framework – Effortlessly build apps that auto-scale, incur zero costs when idle, and require minimal maintenance using AWS Lambda and other managed cloud services.
Used to determine how priorities are working in celery with a redis backend
List of Computer Science courses with video lectures.
The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
nannyml: post-deployment data science in python
🚴 Call stack profiler for Python. Shows you why your code is slow!
🛁 Clean Code concepts adapted for Python
Data Apps & Dashboards for Python. No JavaScript Required.
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Processing Scripts for the ALPACA Dataset
CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system
A list of engineering manager resource links.
Result oriented achievement templates for engineers
A curated awesome list of lists of interview questions. Feel free to contribute! 🎓
Projects and e-book for our course, REST APIs with Flask and Python
Pipeline for the processing of Sentinel-2 data and ground truth in the CAOS-Lux project
DIA-NN - a universal automated software suite for DIA proteomics data analysis.
A modular, python-based framework for mass spectrometry. Powered by nbdev.
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
Statistical package in Python based on Pandas
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
An open access book on scientific visualization using python and matplotlib