by Dr. Subhabaha Pal (Guest Author) | Oct 5, 2023 | General Blogs
Explaining AI Bias: How Explainable AI is Addressing the Issue of Algorithmic Fairness Introduction Artificial Intelligence (AI) has become an integral part of our lives, influencing decision-making processes in various domains such as finance, healthcare, and...
by Dr. Subhabaha Pal (Guest Author) | Oct 5, 2023 | General Blogs
Predicting Public Opinion: How Sentiment Analysis is Shaping Political Campaigns Introduction In today’s digital age, where social media platforms have become an integral part of our lives, public opinion plays a crucial role in shaping political campaigns....
by Dr. Subhabaha Pal (Guest Author) | Oct 5, 2023 | General Blogs
Stochastic Gradient Descent: A Key Algorithm for Training Neural Networks Introduction Neural networks have gained significant popularity in recent years due to their ability to solve complex problems across various domains such as image recognition, natural language...
by Dr. Subhabaha Pal (Guest Author) | Oct 5, 2023 | General Blogs
Regularization in Linear Regression: Balancing Bias and Variance Introduction Linear regression is a widely used statistical modeling technique for predicting a continuous target variable based on one or more predictor variables. It assumes a linear relationship...
by Dr. Subhabaha Pal (Guest Author) | Oct 5, 2023 | General Blogs
Harnessing the Wisdom of the Crowd: Exploring the Benefits of Ensemble Learning Introduction: In the field of machine learning, ensemble learning has emerged as a powerful technique that combines the predictions of multiple models to improve accuracy and...
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