Michael Burkhart's starred repositories

Causal-Inference-and-Discovery-in-Python

Causal Inference and Discovery in Python by Packt Publishing

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ModernDive_book

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse

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foundation-gatsby-projects

Source Code for 'Foundation Gatsby Projects' by Nabendu Biswas

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dotnet

GitHub home for .NET development on AWS

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emacs-config

My configuration for Doom Emacs. Mirror of https://git.tecosaur.net/tec/emacs-config.

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fast-data-dev

Kafka Docker for development. Kafka, Zookeeper, Schema Registry, Kafka-Connect, Landoop Tools, 20+ connectors

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design-resources-for-developers

Curated list of design and UI resources from stock photos, web templates, CSS frameworks, UI libraries, tools and much more

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scikit-learn-mooc

Machine learning in Python with scikit-learn MOOC

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ML-Course-Notes

🎓 Sharing machine learning course / lecture notes.

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scientific-visualization-book

An open access book on scientific visualization using python and matplotlib

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Plotly-Dashboards-with-Dash

This is the repo for the Udemy Course Python Dashboards with Plotly's Dash

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msda

Library for multi-dimensional, multi-sensor, uni/multivariate time series data analysis, unsupervised feature selection, unsupervised deep anomaly detection, and prototype of explainable AI for anomaly detector

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R_guide

R instructions for our research projects

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Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

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 ;)

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data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

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blackjax

BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.

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foam

A personal knowledge management and sharing system for VSCode

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structural_behavioral_economics

Python and Julia Code for Structural Behavioral Economics

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DevOps-The-Hard-Way-AWS

This repository contains free labs for setting up an entire workflow and DevOps environment from a real-world perspective in AWS

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Interpretable-Machine-Learning-with-Python

Interpretable Machine Learning with Python, published by Packt

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Essential-Statistics-for-Non-STEM-Data-Analysts

Hands-On Statistics for Data Science, published by Packt

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darts

A python library for user-friendly forecasting and anomaly detection on time series.

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machine-learning-zoomcamp

Learn ML engineering for free in 4 months!

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pluralsight

Pluralsight trainings code

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ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

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Python

All Algorithms implemented in Python

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