by Dr. Subhabaha Pal (Guest Author) | Oct 6, 2023 | General Blogs
Bridging the Gap between Humans and AI: The Role of Explainable AI Introduction Artificial Intelligence (AI) has made significant advancements in recent years, revolutionizing various industries and transforming the way we live and work. From virtual assistants to...
by Dr. Subhabaha Pal (Guest Author) | Oct 6, 2023 | General Blogs
Understanding Public Opinion: Exploring the Role of Sentiment Analysis Introduction In today’s digital age, public opinion plays a crucial role in shaping the decisions made by individuals, organizations, and even governments. With the advent of social media...
by Dr. Subhabaha Pal (Guest Author) | Oct 6, 2023 | General Blogs
Enhancing Model Performance: Harnessing the Potential of Stochastic Gradient Descent Introduction: In the field of machine learning, model performance is a crucial aspect that determines the success of any algorithm or application. One of the most widely used...
by Dr. Subhabaha Pal (Guest Author) | Oct 6, 2023 | General Blogs
Understanding the Bias-Variance Tradeoff: Regularization as a Solution Introduction In the field of machine learning, one of the fundamental challenges is finding the right balance between bias and variance in a model. This tradeoff, known as the bias-variance...
by Dr. Subhabaha Pal (Guest Author) | Oct 6, 2023 | General Blogs
From Individual Models to Collective Wisdom: Exploring the Concept of Ensemble Learning Keywords: Ensemble Learning, Machine Learning, Model Combination, Collective Intelligence, Diversity Introduction In the field of machine learning, the goal is to develop models...
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