Leah’s AI/ML Notebook 📓

Specializing in AI engineering & NLP. Data Scientist by profession, decipherer of data by passion.

Day31 ML Review - Logistic Regression (3)

July 22, 2024 2 minute read

How To Train in Scikit-Learn, and Regularization with LR model

July 20, 2024 1 minute read

Cost Function of Logistic Regression

July 19, 2024 3 minute read

Basic Concepts and Sigmoid Function

July 18, 2024 1 minute read

Step by Step - Training Perceptron (3)

July 17, 2024 1 minute read

Step by Step - Training Perceptron (2)

July 16, 2024 2 minute read

Choosing a Classification Algorithm Step by Step - Training Perceptron (1)

June 20, 2024 3 minute read

Population Proportions, p-values & Confidence Intervals, and Type I & II Errors

June 19, 2024 3 minute read

Test Statistics (Z-Test, t-Test, and Chi-Squared Test)

June 18, 2024 2 minute read

Law of Large Numbers, Central Limit Theorem, and Hypothesis Testing (1) - General Setup

June 17, 2024 2 minute read

Properties of Random Variable