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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

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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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

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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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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

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Courage to Learn ML: An In-Depth Guide to the Most Common Loss Functions

MSE, Log Loss, Cross Entropy, RMSE, and the Foundational Principles of Popular Loss Functions

Dec 28, 2023

Courage to Learn ML: An In-Depth Guide to the Most Common Loss Functions

Dec 28, 2023

Relax Your Butt and Be Gentle with Yourself

My Personal Tale and a Heartfelt Message to the Recently Laid Off

Dec 18, 2023

Relax Your Butt and Be Gentle with Yourself

Dec 18, 2023

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Courage to Learn ML: A Deeper Dive into F1, Recall, Precision, and ROC Curves

F1 Score: Your Key Metric for Imbalanced Data — But Do You Really Know Why?

Dec 17, 2023

Courage to Learn ML: A Deeper Dive into F1, Recall, Precision, and ROC Curves

Dec 17, 2023

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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