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Data Science

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

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Cover image for Outliers: The Art of Deciding Whether That 3,000 kg Penguin Is a Data Entry Error or an Actual Monster

Sachin Kr. Rajput

Jan 21

Outliers: The Art of Deciding Whether That 3,000 kg Penguin Is a Data Entry Error or an Actual Monster

#datascience #python #beginners #programming

13 min read

Cover image for SMOTE: The Creature Creation Lab That Saves Your Minority Class From Extinction

Sachin Kr. Rajput

Jan 21

SMOTE: The Creature Creation Lab That Saves Your Minority Class From Extinction

#datascience #python #beginners #programming

10 min read

Cover image for Imbalanced Datasets: When Your Model Gets 99% Accuracy by Being Completely Useless

Sachin Kr. Rajput

Jan 21

Imbalanced Datasets: When Your Model Gets 99% Accuracy by Being Completely Useless

#datascience #python #beginners #programming

11 min read

Cover image for Feature Scaling: Why Your Model Thinks a $50,000 Salary Matters More Than 20 Years of Experience

Sachin Kr. Rajput

Jan 21

Feature Scaling: Why Your Model Thinks a $50,000 Salary Matters More Than 20 Years of Experience

#datascience #python #beginners #programming

11 min read

Cover image for One-Hot Encoding: The Genius Trick That Works Perfectly Until It Explodes Your Computer

Sachin Kr. Rajput

Jan 21

One-Hot Encoding: The Genius Trick That Works Perfectly Until It Explodes Your Computer

#datascience #python #beginners #programming

11 min read

Cover image for Handling Categorical Variables: Teaching Your Model to Understand "Red," "Blue," and "Green" Without Having a Mental Breakdown

Sachin Kr. Rajput

Jan 21

Handling Categorical Variables: Teaching Your Model to Understand "Red," "Blue," and "Green" Without Having a Mental Breakdown

#datascience #python #beginners #programming

11 min read

Cover image for Normalization vs Standardization: The Tale of Two Translators Who Speak Different Languages

Sachin Kr. Rajput

Jan 21

Normalization vs Standardization: The Tale of Two Translators Who Speak Different Languages

#datascience #python #beginners #programming

11 min read

Cover image for Label Encoding: The Simple Trick That's Either Genius or Disaster Depending on One Question

Sachin Kr. Rajput

Jan 21

Label Encoding: The Simple Trick That's Either Genius or Disaster Depending on One Question

#datascience #python #beginners #programming

9 min read

Cover image for Coding Alpha: How We Use Python to Scrape Fintech Sentiment in Brazil

Preston Marwicke

Jan 21

Coding Alpha: How We Use Python to Scrape Fintech Sentiment in Brazil

#python #datascience #fintech #investing

1 min read

Cover image for Graph RAG: Architecture and Implementation of Knowledge-Graph-Augmented Generation

Sandeep Pamarthi

Feb 24

Graph RAG: Architecture and Implementation of Knowledge-Graph-Augmented Generation

#rag #neo4j #ai #datascience

9 min read

Jan 21

Using Clustering to Group Songs by Tempo, Energy, and Vocals

#algorithms #data #datascience #machinelearning

3 min read

Sophia Parafina

Jan 20

A Linux Desktop in Jupyter Lab

#datascience #linux #productivity #tooling

1 min read

Cover image for From "What Happened?" to "What Should We Do?" Understanding the Four Types of Data Analytics

Fariq

Jan 20

From "What Happened?" to "What Should We Do?" Understanding the Four Types of Data Analytics

#analytics #beginners #data #datascience

5 min read

Feb 24

Bayesian Thinking in Everyday Decisions

#mentalmodels #decisionmaking #programming #datascience

5 min read

YMori

Feb 22

Draw Baseball Fields and Spray Charts in matplotlib: baseball-field-viz

#python #baseball #matplotlib #datascience

4 min read

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