Convexity, Logistic Loss, and the Overfitting Battle
Saachi Badal
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Archive
23 posts published so far
Logistic Regression and Decision Surfaces
Saachi Badal
Optimization Mechanics — Feature Scaling, Convergence Testing, and Polynomial Mapping
Saachi Badal
Upgrading to Multiple Linear Regression
Saachi Badal
gradient_descent.py
Saachi Badal
Cost function in linear regression
Saachi Badal
Supervised v/s Unsupervised
Saachi Badal
What Actually IS Machine Learning?
Saachi Badal
Linear Regression
Saachi Badal
Scikit-Learn & Linear Regression
Saachi Badal
Visualizing Data — Matplotlib vs. Seaborn
Saachi Badal
Data Wrangling — Cleaning, Merging, and Grouping
Saachi Badal
Pandas: A Deep Dive
Saachi Badal
The NumPy Survival Guide
Saachi Badal
Python Basics for Machine Learning
Saachi Badal
Data Preprocessing in Machine Learning
Saachi Badal
Probability Distributions in ML
Saachi Badal
The Calculus That Powers Neural Networks
Saachi Badal
The Unified Theory of Matrices & Vector Spaces
Saachi Badal
The Mathematical Anatomy of Vectors
Saachi Badal
Deep Dive into Machine learning Math
Saachi Badal
Why I Ditched Google Colab for a Local Setup?
Saachi Badal
Why I’m Starting My Machine Learning Journey in Public?
Saachi Badal