Posts by Tag

• python 4
• math 3
• algorithms 3
• beginner 2
• data-science 2
• linear-regression 2
• from-scratch 2
• oop 2
• scikit-learn 1
• titanic 1
• visualization 1
• handwritten-notes 1
• mathematics 1
• linear regression 1
• cross-validation 1
• learning 1
• calculus 1
• gradient-descent 1

python

Mastering Gradient Descent: The Art of Feature vs. Target Scaling

2 minute read

Welcome back to the lab. 🧪

Reinventing the Wheel: Building a Polynomial Engine from Scratch

2 minute read

Welcome to the lab. 🧪

Building Simple Linear Regression from Scratch: No Libraries, Just Math

5 minute read

Welcome back to the lab. 🧪

Titanic Survival Prediction: Battle of Algorithms (KNN vs Decision Tree)

2 minute read

Welcome back to the lab. 🧪

Back to Top ↑

math

Mastering Gradient Descent: The Art of Feature vs. Target Scaling

2 minute read

Welcome back to the lab. 🧪

Under the Hood: Coding Variance and Z-Score from Scratch

3 minute read

Welcome back to the lab. 🧪

Visualizing Statistics: My Handwritten Notes on Variance & Outliers

1 minute read

Welcome to the lab. 🧪

Back to Top ↑

algorithms

Reinventing the Wheel: Building a Polynomial Engine from Scratch

2 minute read

Welcome to the lab. 🧪

Under the Hood: Coding Variance and Z-Score from Scratch

3 minute read

Welcome back to the lab. 🧪

Lab Report: Engineering Cross-Validation from First Principles

4 minute read

Welcome back to the lab. 🧪

Back to Top ↑

beginner

Building Simple Linear Regression from Scratch: No Libraries, Just Math

5 minute read

Welcome back to the lab. 🧪

Titanic Survival Prediction: Battle of Algorithms (KNN vs Decision Tree)

2 minute read

Welcome back to the lab. 🧪

Back to Top ↑

data-science

Under the Hood: Coding Variance and Z-Score from Scratch

3 minute read

Welcome back to the lab. 🧪

Visualizing Statistics: My Handwritten Notes on Variance & Outliers

1 minute read

Welcome to the lab. 🧪

Back to Top ↑

linear-regression

Mastering Gradient Descent: The Art of Feature vs. Target Scaling

2 minute read

Welcome back to the lab. 🧪

Lab Report: Engineering Cross-Validation from First Principles

4 minute read

Welcome back to the lab. 🧪

Back to Top ↑

from-scratch

Mastering Gradient Descent: The Art of Feature vs. Target Scaling

2 minute read

Welcome back to the lab. 🧪

Lab Report: Engineering Cross-Validation from First Principles

4 minute read

Welcome back to the lab. 🧪

Back to Top ↑

oop

Reinventing the Wheel: Building a Polynomial Engine from Scratch

2 minute read

Welcome to the lab. 🧪

Under the Hood: Coding Variance and Z-Score from Scratch

3 minute read

Welcome back to the lab. 🧪

Back to Top ↑

scikit-learn

Titanic Survival Prediction: Battle of Algorithms (KNN vs Decision Tree)

2 minute read

Welcome back to the lab. 🧪

Back to Top ↑

titanic

Titanic Survival Prediction: Battle of Algorithms (KNN vs Decision Tree)

2 minute read

Welcome back to the lab. 🧪

Back to Top ↑

visualization

Visualizing Statistics: My Handwritten Notes on Variance & Outliers

1 minute read

Welcome to the lab. 🧪

Back to Top ↑

handwritten-notes

Visualizing Statistics: My Handwritten Notes on Variance & Outliers

1 minute read

Welcome to the lab. 🧪

Back to Top ↑

mathematics

Building Simple Linear Regression from Scratch: No Libraries, Just Math

5 minute read

Welcome back to the lab. 🧪

Back to Top ↑

linear regression

Building Simple Linear Regression from Scratch: No Libraries, Just Math

5 minute read

Welcome back to the lab. 🧪

Back to Top ↑

cross-validation

Lab Report: Engineering Cross-Validation from First Principles

4 minute read

Welcome back to the lab. 🧪

Back to Top ↑

learning

Under the Hood: Coding Variance and Z-Score from Scratch

3 minute read

Welcome back to the lab. 🧪

Back to Top ↑

calculus

Reinventing the Wheel: Building a Polynomial Engine from Scratch

2 minute read

Welcome to the lab. 🧪

Back to Top ↑

gradient-descent

Mastering Gradient Descent: The Art of Feature vs. Target Scaling

2 minute read

Welcome back to the lab. 🧪

Back to Top ↑