TAG Machine learning algorithms
Machine Learning Infographic
Machine learning is a field of artificial intelligence concerned with the development of statistical algorithms that can effectively generalize and thus perform tasks without explicit instructions.With machine learning is every system being […]
XGBoost Algorithm Explained
Boosting algorithms become mainstream in the machine learning community. Boosting algorithms grant superpowers to machine learning models to improve their prediction accuracy.Tree boosting is a highly effective machine learning method. In this […]
Sarsa Algorithm Reinforcement Learning
Reinforcement Learning is the science of decision making. Reinforcement Learning is about learning the optimal behavior in an environment to obtain maximum reward. In the absence of a supervisor, the learner must […]
Simple and Multiple Linear Regression
Regression analysis is a common statistical method mainly used in economic. There are several main reasons people use regression analysis: There are many different regression analyses. For the purpose of this post, […]
Gradient Descent Machine Learning
Introduction It is probably the most popular machine learning algorithm, and is an optimization algorithm mainly used to find the minimum of a function. In machine learning, gradient descent is used to […]
Logistic Regression
What is Logistic Regression? It is a data analysis technique that uses mathematics to find the relationships between two data factors. It then uses this relationship to predict the value of one […]
K-Nearest Neighbors Algorithm
How K-Nearest Neighbors works ? The K-Nearest Neighbors algorithm, also known as KNN or K-NN, is a non-parametric, supervised learning classifier, which uses proximity to make predictions about the grouping of an […]
Top Machine Learning Algorithms
Machine learning uses programmed algorithms that receive and analyze data to predict values within an acceptable range. As new data is fed to these algorithms, they learn and optimize their operations to […]
Main Types of Machine Learning
There are three main types of Machine Learning – Supervised, Unsupervised, and Reinforcement Learning. Unsupervised Learning Unsupervised Learning is the training of a machine learning algorithm using data that is not labeled, […]
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