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Data Science

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

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PCA Explained: Finding the Perfect Angle to Photograph a Sculpture So You Capture Everything in One Shot
sachin_krrajput profile

PCA Explained: Finding the Perfect Angle to Photograph a Sculpture So You Capture Everything in One Shot

#datascience #python #beginners #programming
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10 min read
Imbalanced Datasets: When Your Model Gets 99% Accuracy by Being Completely Useless
sachin_krrajput profile

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

#datascience #python #beginners #programming
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11 min read
SMOTE: The Creature Creation Lab That Saves Your Minority Class From Extinction
sachin_krrajput profile

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

#datascience #python #beginners #programming
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10 min read
Outliers: The Art of Deciding Whether That 3,000 kg Penguin Is a Data Entry Error or an Actual Monster
sachin_krrajput profile

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

#datascience #python #beginners #programming
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13 min read
Label Encoding: The Simple Trick That's Either Genius or Disaster Depending on One Question
sachin_krrajput profile

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

#datascience #python #beginners #programming
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9 min read
Feature Scaling: Why Your Model Thinks a $50,000 Salary Matters More Than 20 Years of Experience
sachin_krrajput profile

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

#datascience #python #beginners #programming
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11 min read
Normalization vs Standardization: The Tale of Two Translators Who Speak Different Languages
sachin_krrajput profile

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

#datascience #python #beginners #programming
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11 min read
Handling Categorical Variables: Teaching Your Model to Understand "Red," "Blue," and "Green" Without Having a Mental Breakdown
sachin_krrajput profile

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

#datascience #python #beginners #programming
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11 min read
One-Hot Encoding: The Genius Trick That Works Perfectly Until It Explodes Your Computer
sachin_krrajput profile

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

#datascience #python #beginners #programming
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11 min read
Yu Darvish's Pitching Evolution (2021-2025): A Statcast Data Analysis
yasumorishima profile

Yu Darvish's Pitching Evolution (2021-2025): A Statcast Data Analysis

#baseball #mlb #statcast #datascience
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5 min read
Shota Imanaga's Sophomore Year: What Statcast Data Reveals (2024-2025)
yasumorishima profile

Shota Imanaga's Sophomore Year: What Statcast Data Reveals (2024-2025)

#baseball #mlb #statcast #datascience
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5 min read
Coding Alpha: How We Use Python to Scrape Fintech Sentiment in Brazil
prestonmarwicke profile

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

#python #datascience #fintech #investing
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1 min read
Using Clustering to Group Songs by Tempo, Energy, and Vocals
dilan_bosire profile

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

#algorithms #data #datascience #machinelearning
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3 min read
A Linux Desktop in Jupyter Lab
spara_50 profile

A Linux Desktop in Jupyter Lab

#datascience #linux #productivity #tooling
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1 min read
From "What Happened?" to "What Should We Do?" Understanding the Four Types of Data Analytics
makwaka profile

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

#analytics #beginners #data #datascience
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5 min read
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