202601110837
Status: #reference
Tags: Artificial Intelligence
State: #awakened
Machine Learning
It is the process of letting machines learn from data:
A computer program is said to learn from experience E with respect to some class of tasks T and performance measure P. If it is said to improve in P on task T as E increases.
Relevant Links
| File | Folder | Last Modified |
|---|---|---|
| Recall (Statistical Power) | 1. Cosmos | 1:54 PM - February 14, 2026 |
| F1-Score | 1. Cosmos | 1:54 PM - February 14, 2026 |
| Genetic Algorithms | 1. Cosmos | 7:06 PM - January 27, 2026 |
| Golden Aegis | 1. Cosmos | 7:06 PM - January 27, 2026 |
| Classification Trees | 1. Cosmos | 8:53 AM - January 14, 2026 |
| Random Forests | 1. Cosmos | 8:43 AM - January 14, 2026 |
| Ensembling | 1. Cosmos | 8:37 AM - January 14, 2026 |
| Tree-Based Methods | 1. Cosmos | 10:00 AM - January 13, 2026 |
| Neural Networks | 1. Cosmos | 9:59 AM - January 13, 2026 |
| Financial Machine Learning | 1. Cosmos | 3:02 PM - January 12, 2026 |
| Practical Deep Learning for Coders | 2. White Holes/References | 3:41 PM - January 11, 2026 |
| Generative Additive Models (GAM) | 1. Cosmos | 3:37 PM - January 11, 2026 |
| Feature Engineering | 1. Cosmos | 3:37 PM - January 11, 2026 |
| Feature Selection | 1. Cosmos | 3:37 PM - January 11, 2026 |
| Multinomial Logistic Regression | 1. Cosmos | 3:32 PM - January 11, 2026 |
| Quadratic Discriminant Analysis (QDA) | 1. Cosmos | 3:32 PM - January 11, 2026 |
| Regression | 1. Cosmos | 3:32 PM - January 11, 2026 |
| Regularization | 1. Cosmos | 3:32 PM - January 11, 2026 |
| Singular Value Decomposition | 1. Cosmos | 3:32 PM - January 11, 2026 |
| Spectral Clustering | 1. Cosmos | 3:32 PM - January 11, 2026 |
| Splines (Piecewise Polynomials) | 1. Cosmos | 3:32 PM - January 11, 2026 |
| Supervised Learning | 1. Cosmos | 3:32 PM - January 11, 2026 |
| The Method Of Least Squares In Simple Linear Regression | 1. Cosmos | 3:32 PM - January 11, 2026 |
| Validation Set | 1. Cosmos | 3:32 PM - January 11, 2026 |
| k-Nearest Neighbor | 1. Cosmos | 3:31 PM - January 11, 2026 |
| StatQuest ~ Machine Learning | 2. White Holes/References | 12:33 PM - December 06, 2025 |