Forem

Data Science

Data Science allows us to extract meaning from and interpret data.

Posts

👋 Sign in for the ability to sort posts by relevant, latest, or top.
The ACCURACY- INFERENCE - MEMORY Triangle in ML Systems

The ACCURACY- INFERENCE - MEMORY Triangle in ML Systems

5
Comments
3 min read
Find Product Variants
Cover image for Find Product Variants

Find Product Variants

1
Comments
5 min read
MS Excel for Data Analytics: A Beginner-Friendly Introduction
Cover image for MS Excel for Data Analytics: A Beginner-Friendly Introduction

MS Excel for Data Analytics: A Beginner-Friendly Introduction

2
Comments
5 min read
My Mobapp Studio
Cover image for My Mobapp Studio

My Mobapp Studio

Comments
5 min read
Does Apache SeaTunnel MySQL CDC Support Timestamp-Based Startup?

Does Apache SeaTunnel MySQL CDC Support Timestamp-Based Startup?

Comments
4 min read
Nexus Observatory: Visualizing Global Open-Source Contributions in Real-Time with GitHub Copilot CLI
Cover image for Nexus Observatory: Visualizing Global Open-Source Contributions in Real-Time with GitHub Copilot CLI

Nexus Observatory: Visualizing Global Open-Source Contributions in Real-Time with GitHub Copilot CLI

Comments
2 min read
# Introduction to MS Excel for Data Analytics 📊

# Introduction to MS Excel for Data Analytics 📊

Comments
7 min read
Building an Amazon Advertising ROI Optimization System with Python
Cover image for Building an Amazon Advertising ROI Optimization System with Python

Building an Amazon Advertising ROI Optimization System with Python

5
Comments
5 min read
Gini Impurity: The Blindfolded Archer Who Taught Decision Trees How to Split
Cover image for Gini Impurity: The Blindfolded Archer Who Taught Decision Trees How to Split

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

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

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

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

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

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

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

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

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

Comments 2
16 min read
Logistic Regression: The Bouncer Who Gives Probability of Entry Instead of Just Yes/No
Cover image for Logistic Regression: The Bouncer Who Gives Probability of Entry Instead of Just Yes/No

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

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

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

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

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

Comments
11 min read
Ridge Regression: The Manager Who Said 'Everyone Gets a Small Piece' Instead of 'Winner Takes All'
Cover image for Ridge Regression: The Manager Who Said 'Everyone Gets a Small Piece' Instead of 'Winner Takes All'

Ridge Regression: The Manager Who Said 'Everyone Gets a Small Piece' Instead of 'Winner Takes All'

Comments
12 min read
When Linear Regression Assumptions Are Violated: The Bridge Engineer Who Ignored the Cracks and Declared It Safe
Cover image for When Linear Regression Assumptions Are Violated: The Bridge Engineer Who Ignored the Cracks and Declared It Safe

When Linear Regression Assumptions Are Violated: The Bridge Engineer Who Ignored the Cracks and Declared It Safe

Comments
12 min read
Day 5 : Is Your Model Actually Good? - Evaluation Metrics
Cover image for Day 5 : Is Your Model Actually Good? - Evaluation Metrics

Day 5 : Is Your Model Actually Good? - Evaluation Metrics

5
Comments
2 min read
Decision Trees: The Detective Who Solves Cases by Asking Yes/No Questions
Cover image for Decision Trees: The Detective Who Solves Cases by Asking Yes/No Questions

Decision Trees: The Detective Who Solves Cases by Asking Yes/No Questions

Comments
16 min read
Information Gain & Entropy: The Game Show Host Who Learned to Ask Perfect Questions
Cover image for Information Gain & Entropy: The Game Show Host Who Learned to Ask Perfect Questions

Information Gain & Entropy: The Game Show Host Who Learned to Ask Perfect Questions

Comments
16 min read
Top 5 GIS Tools for Spatial Data Processing and Digital Twins

Top 5 GIS Tools for Spatial Data Processing and Digital Twins

Comments
4 min read
Why Is It Called 'Logistic Regression' If It's Used for Classification? The Naming Mystery Explained
Cover image for Why Is It Called 'Logistic Regression' If It's Used for Classification? The Naming Mystery Explained

Why Is It Called 'Logistic Regression' If It's Used for Classification? The Naming Mystery Explained

Comments
8 min read
Nonlinear Least Squares and Nonlinear Regression in R: Concepts, Origins, Applications, and Case Studies

Nonlinear Least Squares and Nonlinear Regression in R: Concepts, Origins, Applications, and Case Studies

1
Comments
5 min read
Is Your Model Good Enough to Deploy? The Restaurant That Served a 95% Perfect Dish — But the 5% Was Food Poisoning
Cover image for Is Your Model Good Enough to Deploy? The Restaurant That Served a 95% Perfect Dish — But the 5% Was Food Poisoning

Is Your Model Good Enough to Deploy? The Restaurant That Served a 95% Perfect Dish — But the 5% Was Food Poisoning

Comments
13 min read
loading...