Boosting Machine learning algorithms are reshaping industries all over the world, and boosting is a potent technique that has gained traction due to its capacity to improve model performance. Boosting

What is Ensemble Learning?What is Ensemble Learning?
Ensemble Learning In the world of machine learning, the accuracy and reliability of models are crucial. However, a single model may not always be the best solution for handling complex

What is bagging in Machine Learning ?What is bagging in Machine Learning ?
Bagging Machine Learning Introduction: Bagging, or bootstrap aggregation, is the ensemble getting-to-know method generally used to lessen variance within a loud dataset. In Bagging, a random pattern of statistics in
Introduction to Stratified SamplingIntroduction to Stratified Sampling
Stratified Sampling Simple random sampling is a type of probability sampling in which the researcher randomly selects a subset of participants from a population. Each member of the population has
What is Random SamplingWhat is Random Sampling
Random Sampling Simple random sampling is a type of probability sampling in which the researcher randomly selects a subset of participants from a population. Each member of the population has
What is Supervised Learning ?What is Supervised Learning ?
Supervised Learning is a type of machine learning in which the model is trained on labeled data. The goal of supervised learning is to learn a mapping function from input
What is Unsupervised Learning ?What is Unsupervised Learning ?
Unsupervised learning is a category of machine learning where the algorithm learns from unlabeled data. Unlike supervised learning, where the model is trained on labeled data (input-output pairs), unsupervised learning
What is Backpropagation?What is Backpropagation?
Backpropagation Backpropagation is a machine learning technique that trains artificial neural networks by adjusting their weights to improve accuracy. It’s a key part of deep learning, which is used in
What is DAX ?What is DAX ?
What is DAX? Data Analysis Expressions (DAX) Data Analysis Expressions (DAX) is a formula language used for data modeling and analysis, primarily in Microsoft’s data tools like Power BI, Excel
What is Data Visualization?What is Data Visualization?
See Data, See Success What is Data Visualization? Data visualization is the graphical representation of information using elements such as charts, graphs, maps, and infographics. It helps in presenting data