Machine Learning — Formula Sheet

Key topics in Machine Learning include Machine Learning: Core Idea and Types, Deep Learning and Artificial Neural Networks, Convolution, Kernels, and CNN, CNN Layers and Their Functions. Study these first, then practise questions on each for the ICSE Class 12 board exam.

This sheet lists 2 formulas from Machine Learning, grouped by topic. Learn what each symbol stands for so you can apply the formula, not just recall it.

Learn the core ideas first, then work through the 70 practice questions on Machine Learning. Revise definitions regularly and use flashcards for quick recall before the exam.