Mathematics for Machine Learning
Mathematics and Machine Learning are two words that complement each other, and both always give mere thoughts to all learners. But don't worry; this blog will help you learn how...
Tag: machine learning
Top 10 Machine Learning Algorithms
by Vikram Singh
LAST UPDATED: September 14, 2023, 8:46 IST
Machine Learning is the branch of Artificial Intelligence that focuses on building models that can automatically learn and perform tasks based on data. A Machine Learning process involves Data Collection,...
Recall Formula: An Important Evaluation Metric in Machine Learning to Know Now
by Vikram Singh
LAST UPDATED: September 13, 2023, 10:10 IST
Precision and Recall are two important evaluation matrices in Machine Learning that evaluate the performance of the classification models, in particular binary classification. These matrices help make correct predictions and...
Difference Between Bagging and Boosting
by Vikram Singh
LAST UPDATED: August 31, 2023, 10:29 IST
Bagging and Boosting are advanced ensemble methods in machine learning. The ensemble method is a machine learning technique that combines multiple base models/weak learners to create an optimal predictive model. Machine...
Google’s Next Big Challenge: Why Should Machine ‘Unlearn’?
by Vikram Singh
LAST UPDATED: August 31, 2023, 10:32 IST
Machine unlearning is a powerful tool that can be used to improve the safety, security, and fairness of AI systems.Google AI Blogs What is Google's Machine Unlearning Challenge? The competition...
Difference Between AI and ML
by Vikram Singh
LAST UPDATED: August 31, 2023, 10:32 IST
Artificial Intelligence and Machine Learning are the two buzzwords of the 21st century. In the last decade, we have seen how technology is advancing exponentially. AI and ML are making...
Data Scientist Roles and Responsibilities
LAST UPDATED: June 1, 2023, 11:18 IST
In today's data-driven world, the demand for skilled professionals who can extract valuable insights from vast amounts of data has skyrocketed. Data scientists have emerged as the superheroes of the...
Generative Adversarial Networks: With Real-life Analogy
LAST UPDATED: May 24, 2023, 17:57 IST
Generative models are a fascinating branch of machine learning that seeks to capture and learn the underlying probability distribution of a given dataset. These models can generate new samples that...
Model Selection in Machine Learning: Regression
LAST UPDATED: May 12, 2023, 11:07 IST
Through this article on model selection in machine learning, we will be discussing the details for model selection via regression analysis. Table of Contents What is regression analysis?Types of regression...
How Can Decision Tree Handle Complex Data?
LAST UPDATED: May 9, 2023, 11:50 IST
In this article, we will investigate the extension of a decision tree to multi-class classification issues, which entail the classification of data into more than two categories. Before exploring the...