-
The Mathematics Behind Support Vector Machine Algorithm (SVM)
In this article, we will learn about the mathematics behind the SVM classifier, how it classifies the classes, and gives predictions.
Radhika 16 Jan, 2025
-
A Quick Guide to Descriptive Statistical Analysis – The First Step in Exploring your Data
Descriptive Statistics is the default process in Data analysis. Here is a quick guide to descriptive statistical analysis.
manmohannov 24 Oct, 2024
-
What Does Gradient Descent Actually Mean
We will see what actually gradient Descent is and why it became popular and why most of the algorithms in AI and ML follow this technique.
Phani Ratan 23 Dec, 2020
-
Gradient Descent Algorithm: How Does it Work in Machine Learning?
Learn about Cost Functions, Gradient Descent, its Python implementation, types, plotting, learning rates, local minima, and the pros and cons.
Crypto 04 Apr, 2025
-
Statistics for Data Science: What is Normal Distribution?
Normal Distribution in Statistics and concepts like Histogram, KDE, Skewness, Kurtosis and QQ_Plot are covered in this article.
Shubh 29 Apr, 2020
-
Getting into Deep Learning? Here are 5 Things you Should Absolutely Know
Are you starting your deep learning career? Here are 5 deep learning essentials you should know while getting started with deep learning.
Purva Huilgol 08 May, 2020
-
Game Theory 101: Decision Making in a Competitive Scenario using Normal Form Games
Game theory 101 can help businesses in decision making using normal form games. Game theory decision making is a helpful way to create strategies.
Sharoon Saxena 07 Nov, 2024
-
Mathematics behind Machine Learning – The Core Concepts you Need to Know
Learn Mathematics behind machine learning. In this article explore different math aspacts- linear algebra, calculus, probability and much more.
Sharoon Saxena 31 Mar, 2023
-
Master Dimensionality Reduction with these 5 Must-Know Applications of Singular Value Decomposition (SVD) in Data Science
Singular Value Decomposition (SVD) is a common dimensionality reduction technique in data science. Read about the common application of SVD is data science.
khyati 17 Oct, 2024
-
10 Powerful Applications of Linear Algebra in Data Science (with Multiple Resources)
Applications of linear algebra in data science and machine learning. These applications of linear algebra will help you to boost your data science skills
khyati 23 Apr, 2020
