Amy Ma – Medium

Amy Ma

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Courage to Learn ML: Tackling Vanishing and Exploding Gradients (Part 2)

A Comprehensive Survey on Activation Functions, Weights Initialization, Batch Normalization, and Their Applications in PyTorch

May 3, 2024

Courage to Learn ML: Tackling Vanishing and Exploding Gradients (Part 2)

May 3, 2024

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Human Parts

An Unfiltered Review of My Parenting So Far

And it’s been good.

Feb 29, 2024

An Unfiltered Review of My Parenting So Far

Feb 29, 2024

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Courage to Learn ML: A Detailed Exploration of Gradient Descent and Popular Optimizers

Are You Truly Mastering Gradient Descent? Use This Post as Your Ultimate Checkpoint

Jan 9, 2024

Courage to Learn ML: A Detailed Exploration of Gradient Descent and Popular Optimizers

Jan 9, 2024

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Data Science Collective

My learning to being hired again after a year… Part 2

One Year Later: What I Learned Still Matters

5d ago

My learning to being hired again after a year… Part 2

5d ago

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Human Parts

Being My Kid’s Second-Favorite Mom

And Why That’s the Best Thing That Ever Happened to Me

May 7

Image created by the author using ChatGPT.

May 7

Keep Learning Like the AI Models Do

After being a TA at OMSCS for nearly four years, this is what I wish every ML learner could hear

Mar 17

Keep Learning Like the AI Models Do

Mar 17

Why I’m Taking a Step Back from Medium: Three Big Reasons and What’s Coming Next

I’m Not Quitting — Just Moving to a New Home! All My Medium Posts Stay, and My Future Writing Is Free. Come Join Me on Layers of Curiosity!

Feb 9

Why I’m Taking a Step Back from Medium: Three Big Reasons and What’s Coming Next

Feb 9

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TDS Archive

My learning to being hired again after a year… Part I

For anyone job hunting, not just tech folks

Jun 23, 2024

My learning to being hired again after a year… Part I

Jun 23, 2024

Published in

TDS Archive

Courage to Learn ML: Tackling Vanishing and Exploding Gradients (Part 1)

Melting Away DNN’s Gradient Challenges: A Scoop of Solutions and Insights

Feb 5, 2024

Courage to Learn ML: Tackling Vanishing and Exploding Gradients (Part 1)

Feb 5, 2024

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TDS Archive

Courage to Learn ML: Explain Backpropagation from Mathematical Theory to Coding Practice

Transforming Backpropagation’s Complex Math into Manageable and Easy-to-Learn Bites

Jan 17, 2024

Courage to Learn ML: Explain Backpropagation from Mathematical Theory to Coding Practice

Jan 17, 2024

Amy Ma

Amy Ma

Tech, life, and the chaos in between—fueled by curiosity, caffeine, and a toddler 🍼☕🐾 Want more? My newsletter -https://theamyma101.substack.com

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