Will Coffey
@willcoffey.bsky.social
I am an aspiring AI/ML-researcher slash data scientist, currently exploring the space and discovering what I want to discover.
I'll be using this space to share random thoughts, discoveries, and blog-post-esque Jupyter Notebooks.
I'll be using this space to share random thoughts, discoveries, and blog-post-esque Jupyter Notebooks.
www.kaggle.com/code/william...
I struggled to find good sources on backpropagation and neural network implementations that were very light on background (and especially mathematical notation) knowledge. So I wrote one for others, just to expand the pile.
I struggled to find good sources on backpropagation and neural network implementations that were very light on background (and especially mathematical notation) knowledge. So I wrote one for others, just to expand the pile.
Neural Networks For Dumb Idiot Babies
Explore and run machine learning code with Kaggle Notebooks | Using data from No attached data sources
www.kaggle.com
June 6, 2025 at 6:29 PM
www.kaggle.com/code/william...
I struggled to find good sources on backpropagation and neural network implementations that were very light on background (and especially mathematical notation) knowledge. So I wrote one for others, just to expand the pile.
I struggled to find good sources on backpropagation and neural network implementations that were very light on background (and especially mathematical notation) knowledge. So I wrote one for others, just to expand the pile.
Stumbled across this post on Substack by
@deliprao.bsky.social today that I really appreciated as someone trying to break into the field. Simple categorizations can seem trite at times, but they can be deceptively profound in breaking down complex problems.
substack.com/home/post/p-...
@deliprao.bsky.social today that I really appreciated as someone trying to break into the field. Simple categorizations can seem trite at times, but they can be deceptively profound in breaking down complex problems.
substack.com/home/post/p-...
Juicy Research Ideas and How to Find them?
How do people come up with research ideas in AI? Will the "AI Scientist" finally make me work full-time on my chicken farm?
substack.com
December 9, 2024 at 1:04 AM
Stumbled across this post on Substack by
@deliprao.bsky.social today that I really appreciated as someone trying to break into the field. Simple categorizations can seem trite at times, but they can be deceptively profound in breaking down complex problems.
substack.com/home/post/p-...
@deliprao.bsky.social today that I really appreciated as someone trying to break into the field. Simple categorizations can seem trite at times, but they can be deceptively profound in breaking down complex problems.
substack.com/home/post/p-...
Imagine that for each of a school's programs, demographic "A"
is accepted at a higher rate than demographic "B". Does that mean that "A" was accepted to the school at a higher rate than "B" overall?
Nope!
A brief and intuitive description of Simpson's Paradox, primarily to explain it to myself.
is accepted at a higher rate than demographic "B". Does that mean that "A" was accepted to the school at a higher rate than "B" overall?
Nope!
A brief and intuitive description of Simpson's Paradox, primarily to explain it to myself.
Notebook/Data Science/Simpson's Paradox/simpson.ipynb at master · WilliamCoffeyTri/Notebook
Contribute to WilliamCoffeyTri/Notebook development by creating an account on GitHub.
github.com
October 17, 2024 at 2:34 AM
Imagine that for each of a school's programs, demographic "A"
is accepted at a higher rate than demographic "B". Does that mean that "A" was accepted to the school at a higher rate than "B" overall?
Nope!
A brief and intuitive description of Simpson's Paradox, primarily to explain it to myself.
is accepted at a higher rate than demographic "B". Does that mean that "A" was accepted to the school at a higher rate than "B" overall?
Nope!
A brief and intuitive description of Simpson's Paradox, primarily to explain it to myself.