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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Cover image for On-Device SLMs: A Guide to Gemini Nano Integration in Android 16

Jan 23

On-Device SLMs: A Guide to Gemini Nano Integration in Android 16

#android #machinelearning #privacy #webdev

4 min read

Feb 5

Why Your Retail AI Model Will Fail This Ramadan (And What to Do About It)

#ai #datascience #machinelearning #monitoring

7 min read

Cover image for Cross Entropy Derivatives, Part 4: Solving for other output classes

Feb 4

Cross Entropy Derivatives, Part 4: Solving for other output classes

#machinelearning #ai

2 min read

Cover image for Gini Impurity: The Blindfolded Archer Who Taught Decision Trees How to Split

Sachin Kr. Rajput

Jan 22

Gini Impurity: The Blindfolded Archer Who Taught Decision Trees How to Split

#machinelearning #datascience #python #beginners

15 min read

Cover image for I had knee pain for months cycling. So I built a free (AI) bike fitting tool

Elouan

Jan 22

I had knee pain for months cycling. So I built a free (AI) bike fitting tool

#webdev #ai #cycling #machinelearning

2 min read

Cover image for The Sigmoid Function: The Story of the World's Most Diplomatic Mathematician

Sachin Kr. Rajput

Jan 22

The Sigmoid Function: The Story of the World's Most Diplomatic Mathematician

#machinelearning #datascience #python #beginners

10 min read

Feb 14

AI for Developers: Understanding Machine Learning, Neural Networks, and APIs Without the Hype

#ai #beginners #deeplearning #machinelearning

5 min read

Cover image for Multicollinearity: The Three Witnesses Who Told the Same Story — And Why the Jury Got Confused

Sachin Kr. Rajput

Jan 22

Multicollinearity: The Three Witnesses Who Told the Same Story — And Why the Jury Got Confused

#machinelearning #datascience #python #beginners

12 min read

Cover image for Pruning Decision Trees: The Bonsai Master Who Taught ML Engineers When to Stop

Sachin Kr. Rajput

Jan 22

Pruning Decision Trees: The Bonsai Master Who Taught ML Engineers When to Stop

#machinelearning #datascience #python #beginners

16 min read

Cover image for Bagging: The Jury System That Taught Machine Learning the Wisdom of Crowds

Sachin Kr. Rajput

Jan 22

Bagging: The Jury System That Taught Machine Learning the Wisdom of Crowds

#machinelearning #datascience #python #beginners

16 min read

Feb 5

Why Enterprise AI Fails Without Uncertainty Awareness

#ai #machinelearning #automation #python

3 min read

Olaleye Aanuoluwapo Kayode

Jan 22

Why I Moved My ML Model from Flask to AWS Lambda (A Student’s Guide to $0 Hosting)

#aws #python #serverless #machinelearning

4 min read

Cover image for Logistic Regression: The Bouncer Who Gives Probability of Entry Instead of Just Yes/No

Sachin Kr. Rajput

Jan 22

Logistic Regression: The Bouncer Who Gives Probability of Entry Instead of Just Yes/No

#machinelearning #datascience #python #beginners

13 min read

Cover image for Elastic Net: The Mediator Who Said 'Let's Take the Best of Both Approaches'

Sachin Kr. Rajput

Jan 22

Elastic Net: The Mediator Who Said 'Let's Take the Best of Both Approaches'

#machinelearning #datascience #python #beginners

11 min read

Cover image for Lasso Regression: The Brutal Manager Who Said 'Some of You Are Getting Fired' — And Actually Did It

Sachin Kr. Rajput

Jan 22

Lasso Regression: The Brutal Manager Who Said 'Some of You Are Getting Fired' — And Actually Did It

#machinelearning #datascience #python #beginners

12 min read

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