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InVEST®: models that map and value the goods and services from nature that sustain and fulfill human life.

Python 245 94 Updated Jul 29, 2026

N-D labeled arrays and datasets in Python

Python 4,182 1,316 Updated Jul 30, 2026

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

5,139 1,032 Updated Jun 9, 2026

Async Techniques and Examples in Python Course

Python 480 255 Updated Jan 9, 2026

Jupyter notebook processing

Python 2 Updated Oct 28, 2020

A curated list of articles that cover the software engineering best practices for building machine learning applications.

1,363 125 Updated Mar 26, 2024

Projects and exercises for the Udacity Intro to Machine Learning with TensorFlow course

Jupyter Notebook 1 Updated Apr 18, 2020

Contains files related to content and project of DSND

Jupyter Notebook 247 725 Updated Jul 6, 2022

Text and supporting code for Think Stats, 2nd Edition

Jupyter Notebook 4,219 11,322 Updated Jan 23, 2025

Contains files related to content and project of DSND Term 2

Jupyter Notebook 1,094 1,612 Updated Dec 6, 2022

Deep Learning with TensorFlow, Keras, and PyTorch

Jupyter Notebook 660 379 Updated Apr 21, 2024

Python 3.8 language and syntax

184 39 Updated Oct 14, 2019

Minimum Viable Machine Learning

Jupyter Notebook 34 13 Updated Nov 16, 2020

Intermediate Natural Language Processing: Real World Applications of Word Embeddings

Jupyter Notebook 40 23 Updated Jan 7, 2021

All the code related to building my own data lake

CSS 21 2 Updated May 22, 2023

AWS Glue code samples

Python 1,539 831 Updated Jun 8, 2026

Define and run multi-container applications with Docker

Go 37,882 5,774 Updated Jul 30, 2026

Machine management for a container-centric world

Go 6,613 1,954 Updated Feb 13, 2022
Python 1 Updated Sep 18, 2018

Readings in applied data science

R 1,611 223 Updated Jun 21, 2018