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Will Stauffer-Norris
Will Stauffer-Norris

18 Followers

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Towards Data Science

·Sep 9, 2020

Predicting the flow of the South Fork Payette River using an LSTM neural network

How to make a prediction with time-series data using machine learning. — TL;DR: I made an LSTM neural network model that uses 30+ years of weather and streamflow data to quite accurately predict what the streamflow will be tomorrow. The problem with river forecasts

Neural Networks

7 min read

Predicting the flow of the South Fork Payette River using an LSTM neural network
Predicting the flow of the South Fork Payette River using an LSTM neural network
Neural Networks

7 min read


Jul 30, 2020

Creating a Naive Bayes Classifier from scratch

As a data scientist, it’s fairly simple to bring in a huge number of tools with one very simple line of code. If I want to try running a simple classifier on a dataset, I quickly type: from sklearn.naive_bayes import GaussianNB This is one of the best features of using…

5 min read

Creating a Naive Bayes Classifier from scratch
Creating a Naive Bayes Classifier from scratch

5 min read


Jul 28, 2020

🚙 Street Smarts- 💵 Price and 🏭 CO2 of any car

Street Smarts Street Smarts was my biggest data science project to date. In this post, I’ll lay out some of the challenges in successes that we had during eight weeks of building Street Smarts. https://www.streetsmarts.online/ The product Street Smarts is a website that allows a user to input the make, model, and year of…

Data Science

6 min read

🚙 Street Smarts- 💵 Price and 🏭 CO2 of any car
🚙 Street Smarts- 💵 Price and 🏭 CO2 of any car
Data Science

6 min read


Jul 28, 2020

🎧 DeepTunes- Incognito Tab For Your Spotify

DeepTunes was the first cross-functional build week project at Lambda School. We had only four days to work with a brand new team of web developers and data scientists and create a fully functional web app. We were one of two teams selected out of 15+ to present at “Shark…

Data Science

2 min read

🎧 DeepTunes- Incognito Tab For Your Spotify
🎧 DeepTunes- Incognito Tab For Your Spotify
Data Science

2 min read


Jul 28, 2020

What kind of web traffic generates the most money?

Google Analytics is a valuable tool for any business, but it’s a challenge to do any in-depth analysis using Google’s simple dashboard. …

Analytics

5 min read

What kind of web traffic generates the most money?
What kind of web traffic generates the most money?
Analytics

5 min read


Feb 7, 2020

How bad can droughts in the American West get?

A Millennium of River Flows. Introduction In the American West, we wait in anticipation every winter for the precipitation that will dictate how full the rivers and reservoirs will be, the intensity of the wildflower blooms, and the severity of the fire season. These anticipations often take the form of phrases like: “It’s such a dry…

Colorado River

5 min read

How bad can droughts in the American West get?
How bad can droughts in the American West get?
Colorado River

5 min read

Will Stauffer-Norris

Will Stauffer-Norris

18 Followers

I’m all about the intersection of water and climate change. www.willstauffer.com

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