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Jupyter Notebook
Created over 7 years ago
Updated about 6 years ago

WillKoehrsen

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Projects, reports, and design work completed on the job, with engineering teams, and for coursework.

Data-Analysis

Data Science Using Python

Jupyter Notebook

5,159

feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

Jupyter Notebook

2,218

machine-learning-project-walkthrough

An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!

Jupyter Notebook

1,106

wikipedia-data-science

Working with and analyzing Wikipedia Data

Jupyter Notebook

691

hyperparameter-optimization

Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms

Jupyter Notebook

618

Machine-Learning-Projects

Machine Learning Experiments and Work

Jupyter Notebook

616

automated-feature-engineering

Automated feature engineering in Python with Featuretools

Jupyter Notebook

520

recurrent-neural-networks

Learning about and doing projects with recurrent neural networks

Jupyter Notebook

402

Bokeh-Python-Visualization

A Bokeh project developed for learning and teaching Bokeh interactive plotting!

Jupyter Notebook

362

ai-projects

Artificial Intelligence projects, documentation and code.

Jupyter Notebook

358

probabilistic-programming

Experimenting with and teaching probabilistic programming

Jupyter Notebook

104

Hands-On-Machine-Learning

Contains Jupyter Notebooks/Resources provided by the author and my work on problem sets.

Jupyter Notebook

data-science-for-good

Data Science for Good Projects

Jupyter Notebook

Udacity-Data-Analyst-Nanodegree

All Code and resources for the Udacity Data Analyst Nanodegree

HTML

jupyter-notebook-extensions

Developing new jupyter notebook extensions

JavaScript

taxi-fare

Jupyter Notebook

classic_computer_science

Classic Computer Science Problems with Python

Jupyter Notebook

kaggle-automated-feature-engineering

Applying automated feature engineering to the Kaggle Home Credit Default Risk Competition

Jupyter Notebook

mastering-large-datasets

Work for Mastering Large Datasets with Python

Python

discovering-disease-outbreaks-base

Starter repository for Manning PBC: Discovering and Tracking Disease Outbreaks with Data Science and Python

emissions-explorer

Data Visualization Application created for Hack CWRU V

Jupyter Notebook

prediction-documentation

Jupyter Notebook

data-structures-and-algorithms-coursera

Materials and assignments for Coursera Course: data structures and algorithms

Python

deep-learning-v2-pytorch

Jupyter Notebook

airbus

Jupyter Notebook

fastai-numerical-linear-algebra

Jupyter Notebook

deep-reinforcement-learning-course

Following along with the course at https://simoninithomas.github.io/Deep_reinforcement_learning_Course/#syllabus

Jupyter Notebook

neural-networks

Projects related to deep learning

Jupyter Notebook

Coursera-Machine-Learning-Specialization

Home for all Coursera Machine Learning Resources and Projects

Jupyter Notebook

reality-project

Becoming less wrong about the world through data

quora-classification

Jupyter Notebook

autoencoders

Learning about and practicing with autoencoders.

Jupyter Notebook

Assorted-Python-Learning-

Code I have written for tutorials in order to learn Python.

Python

numer-ai

Work for taking on the numer.ai machine learning competition

Jupyter Notebook

Udacity-Machine-Learning-Nanodegree

Jupyter Notebook

kaggle-credit-data-science-competition

Collection of Work Completed for the Kaggle Home Credit Default Risk machine learning competition in 2018

Jupyter Notebook

eecs-491

Materials and projects for EECS 491 AI: Probablistic Graphical Models

Jupyter Notebook

python-visualization

Exploring Python visualization options

Jupyter Notebook

eecs-531

Materials and projects for EECS 531: Computer Vision

Jupyter Notebook

dimension-reduction-experiment

Experimenting with various methods for dimenion reduction

Python

courses-automated-feature-engineering

Shell

project-spotify-enlight

Following tutorial: https://enlight.nyc/projects/build-a-spotify-widget

JavaScript

astro-class

Taking on the astronomical classification challenge https://www.kaggle.com/c/PLAsTiCC-2018

Jupyter Notebook

weighter

Development of the weight tracker application

Jupyter Notebook

power-laws

Work for the data driven Power Laws Competition

Jupyter Notebook

nyserda-proptech-challenge

Work for the NYSERDA Proptech Data Challenge

Python

Udacity-Deep-Learning-Google

Udacity Deep Learning Course created by Google

ud120-projects

Machine Learning Problem Sets for Udacity Data Analyst Nanodegree

Jupyter Notebook

z-emissions-explorer

Jupyter Notebook

deep_learning_with_python

Work and Datasets Related to the book Deep Learning with Python

rinse-over-run

DataDriven "rinse over run" competition work

Jupyter Notebook

Kaggle

reflections

Udacity Version Control and Git Reflection Questions

Sun-Sensor

NEA Scout sun sensor testing work.

MATLAB

Coursera-Deep-Learning-Specialization

All Resources and Projects for the Coursera Deep Learning Specialization

eecs-391

For projects and resources related to EECS 391 at CWRU Fall 2017.

HTML

driven-data-cloud-cover

https://www.drivendata.org/competitions/83/cloud-cover/

Jupyter Notebook

default-willkoehrsen.github.io

CSS

podcasts

Retrieving and Managing Podcasts

Python

dbt-tutorial

slack-keep-presence

Ruby

drive-interaction

Interact with Google Drive from command line and Python

Python

WillKoehrsen/Portfolio

WillKoehrsen

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