Machine Learning Tutorials
Fuzzy C-Means Clustering Algorithm Clustering is a fundamental technique in machine learning and data analysis used to group similar data points together. One of the widely used clustering algorithms is the Fuzzy C-Means (FCM) algorithm, which is an extension of K-Means clustering but allows data points to belong to multiple clusters with different degrees of […]
Types of Machine Learning Models Machine Learning is a field of Artificial Intelligence that enables computers to learn from data and make predictions or decisions without being explicitly programmed. Different types of Machine Learning models are used depending on the nature of the problem and data. Machine Learning Models Some of the common types of […]
Machine Learning Limitations Machine Learning (ML) is a powerful technology that enables computers to learn from data and make decisions without being explicitly programmed. It is used in various fields such as healthcare, finance, and automation. However, ML is not a perfect solution for every problem. It has several limitations that beginners should be aware […]
Machine Learning Applications Machine Learning (ML) is a branch of Artificial Intelligence that enables computers to learn from data and make decisions without being explicitly programmed. It is widely used in various industries to automate processes, improve efficiency, and enhance user experiences. Below are some common applications of Machine Learning. Face Recognition Face recognition technology […]
Binomial Test in Machine Learning Imagine you have a coin and want to know if it’s fair. You flip it 100 times, and it lands on heads 60 times. Is this just luck, or is the coin rigged? This is the kind of question the Binomial Test helps answer. In the world of machine learning, […]
Bootstrap Sampling in Machine Learning In machine learning, one of the most important tasks is to build models that can perform well on new, unseen data. To achieve this, we need reliable ways to estimate model performance. Bootstrap Sampling is a simple yet powerful statistical technique that helps us understand how well a model will […]