ML Outline
An Outline for Machine Learning
Apr 3, 20232 min read6
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Machine Learning
Machine Learning
History of ML
Apr 7, 20234 min read2Types of ML
We know already the 4 different types of Machine Learning; Supervised ML Unsupervised ML Semi-Supervised ML Reinforcement Learning Dependant vs Independant When we want to predict something, we use certain pieces of information called "independ...
Apr 10, 20233 min read2Applications of ML
Applications of Supervised ML Image Recognition: One of the hottest applications of machine learning is image recognition, which is used in identifying fake accounts, social media tagging, reverse image searches, and government agencies. Speech Recog...
Apr 14, 20233 min read4Linear Regression
Overview Remember Regression means a Relation Linear regression is a statistical approach to analyzing and modeling the relationship between two variables, usually called the dependent variable and the independent variable, using a linear equation. T...
Apr 21, 20239 min read4Gradient Descent
What is Gradient Descent? The "gradient" is a term used in mathematics and computer science to describe the rate of change of a function. It's a fancy way of saying how much something is changing over time, or in other words, how steep a line is. Gra...
Apr 24, 20233 min read6