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

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

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

#machinelearning #datascience #python #beginners
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16 min read
Bagging: The Jury System That Taught Machine Learning the Wisdom of Crowds
sachin_krrajput profile

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

#machinelearning #datascience #python #beginners
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16 min read
Logistic Regression: The Bouncer Who Gives Probability of Entry Instead of Just Yes/No
sachin_krrajput profile

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

#machinelearning #datascience #python #beginners
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13 min read
Lasso Regression: The Brutal Manager Who Said 'Some of You Are Getting Fired' — And Actually Did It
sachin_krrajput profile

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

#machinelearning #datascience #python #beginners
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12 min read
Elastic Net: The Mediator Who Said 'Let's Take the Best of Both Approaches'
sachin_krrajput profile

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

#machinelearning #datascience #python #beginners
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11 min read
Ridge Regression: The Manager Who Said 'Everyone Gets a Small Piece' Instead of 'Winner Takes All'
sachin_krrajput profile

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

#machinelearning #datascience #python #beginners
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12 min read
When Linear Regression Assumptions Are Violated: The Bridge Engineer Who Ignored the Cracks and Declared It Safe
sachin_krrajput profile

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

#machinelearning #datascience #python #beginners
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12 min read
Day 5 : Is Your Model Actually Good? - Evaluation Metrics
brains_behind_bots profile

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

#machinelearning #datascience #ai #beginners
5
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2 min read
Decision Trees: The Detective Who Solves Cases by Asking Yes/No Questions
sachin_krrajput profile

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

#machinelearning #datascience #python #beginners
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16 min read
Information Gain & Entropy: The Game Show Host Who Learned to Ask Perfect Questions
sachin_krrajput profile

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

#machinelearning #datascience #python #beginners
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16 min read
Top 5 GIS Tools for Spatial Data Processing and Digital Twins
kketria profile

Top 5 GIS Tools for Spatial Data Processing and Digital Twins

#analytics #data #datascience #software
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4 min read
Why Is It Called 'Logistic Regression' If It's Used for Classification? The Naming Mystery Explained
sachin_krrajput profile

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

#machinelearning #datascience #python #beginners
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8 min read
Nonlinear Least Squares and Nonlinear Regression in R: Concepts, Origins, Applications, and Case Studies
yenosh_v_838c53a362d23a05 profile

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

#datascience #machinelearning #programming #tutorial
1
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5 min read
Is Your Model Good Enough to Deploy? The Restaurant That Served a 95% Perfect Dish — But the 5% Was Food Poisoning
sachin_krrajput profile

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

#machinelearning #datascience #python #beginners
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13 min read
Choosing the Right Metric: The Restaurant Inspector Who Judged Every Kitchen by Decor
sachin_krrajput profile

Choosing the Right Metric: The Restaurant Inspector Who Judged Every Kitchen by Decor

#machinelearning #datascience #python #beginners
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9 min read
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