Madeline

I am an aspiring programmer who writes about introductory machine learning topics in plain English

Connecticut Joined on May 17, 2020

Education

B.A. in Classics and Ancient Mediterranean Studies, University of Connecticut

Madeline

Nov 24 '21

EDA part 2: Learning about Estimates of Location

7 min read

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Madeline

Nov 9 '21

Exploratory Data Analysis: what is it?

#datascience #machinelearning #python

4 min read

Madeline

Apr 19 '21

Softmax Activation Function: walk through the math with me

#datascience #machinelearning

3 min read

Madeline

Apr 11 '21

How Neural Networks work: activation functions

#deeplearning #machinelearning #datascience #neuralnetworks

4 min read

Madeline

Mar 28 '21

Random Forests: improving decision trees (ML Log 12)

#datascience #machinelearning

5 min read

Madeline

Mar 14 '21

Deep Learning: when and why is it useful? (ML Log 11)

#machinelearning #deeplearning #datascience

5 min read

Madeline

Mar 7 '21

Entropy: what is it and why should you care? (ML log 10)

#machinelearning #mathematics #datascience

6 min read

Madeline

Feb 28 '21

Machine Learning Log 9: Decision trees and mushrooms

#machinelearning #datascience

7 min read

Madeline

Feb 21 '21

Do you need math to get started with Machine Learning? My slightly ranty opinion and some tips for growth

#machinelearning #motivation

5 min read

Madeline

Feb 16 '21

Machine Learning Log 8: an intuitive overview of gradient descent

#machinelearning #datascience

6 min read

Madeline

Feb 7 '21

Machine Learning Log 7: understanding the loss function - fancy math symbols explained!

#machinelearning #beginners

4 min read

Madeline

Jan 31 '21

Machine Learning Log 6: Linear regression explained by a non mathy person (part 1)

#machinelearning #beginners

4 min read

Madeline

Jan 24 '21

Machine Learning Log 5: a brief overview of unsupervised learning

#machinelearning #beginners #unsupervisedlearning

2 min read

Madeline

Jan 18 '21

Machine Learning log 4: resources and thoughts on self-study

#beginners #machinelearning #productivity #resources

3 min read

Madeline

Jan 10 '21

Machine Learning Log 3: a brief summary of supervised learning

#machinelearning #beginners #supervisedlearning

3 min read

Madeline

Sep 16 '20

Studying a programming language: tips from a former language teacher

#beginners #productivity #learning #tips

3 min read

Madeline

Aug 4 '20

Machine Learning Log: how Python works in 1 minute or less

#python #beginners

1 min read

Madeline

Jul 31 '20

Machine Learning Log: what's the difference between AI, Machine Learning, and Deep Learning?

#machinelearning #beginners #deeplearning

3 min read

Madeline

Jul 16 '20

Inheritance in CSS

#css #beginners #inheritance

2 min read

Madeline

Jun 9 '20

Persistence is a Skill

#productivity #motivation #newbie #persistence

2 min read

Madeline

May 19 '20

The Rest Parameter in Javascript

#javascript #tutorial #beginners

4 min read

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EDA part 2: Learning about Estimates of Location

Want to connect with Madeline?

Exploratory Data Analysis: what is it?

Softmax Activation Function: walk through the math with me

How Neural Networks work: activation functions

Random Forests: improving decision trees (ML Log 12)

Deep Learning: when and why is it useful? (ML Log 11)

Entropy: what is it and why should you care? (ML log 10)

Machine Learning Log 9: Decision trees and mushrooms

Do you need math to get started with Machine Learning? My slightly ranty opinion and some tips for growth

Machine Learning Log 8: an intuitive overview of gradient descent

Machine Learning Log 7: understanding the loss function - fancy math symbols explained!

Machine Learning Log 6: Linear regression explained by a non mathy person (part 1)

Machine Learning Log 5: a brief overview of unsupervised learning

Machine Learning log 4: resources and thoughts on self-study

Machine Learning Log 3: a brief summary of supervised learning

Studying a programming language: tips from a former language teacher

Machine Learning Log: how Python works in 1 minute or less

Machine Learning Log: what's the difference between AI, Machine Learning, and Deep Learning?

Inheritance in CSS

Persistence is a Skill

The Rest Parameter in Javascript