by Dr. Subhabaha Pal (Guest Author) | Oct 2, 2023 | General Blogs
Harnessing the Power of Neural Networks: Advancements and Applications Introduction: Neural networks have emerged as a powerful tool in the field of artificial intelligence and machine learning. Inspired by the human brain, these networks are designed to mimic the way...
by Dr. Subhabaha Pal (Guest Author) | Oct 2, 2023 | General Blogs
Unmasking the Algorithms: The Need for Explainable AI in Ethical Decision-Making Introduction Artificial Intelligence (AI) has become an integral part of our lives, influencing various aspects such as healthcare, finance, transportation, and even our daily...
by Dr. Subhabaha Pal (Guest Author) | Oct 2, 2023 | General Blogs
Sentiment Analysis in Healthcare: Improving Patient Satisfaction and Quality of Care Introduction: In recent years, sentiment analysis has emerged as a powerful tool in various industries, including healthcare. With the increasing availability of digital data,...
by Dr. Subhabaha Pal (Guest Author) | Oct 2, 2023 | General Blogs
Maximizing Model Generalization with Data Augmentation Techniques Introduction: In the field of machine learning, the performance of a model heavily relies on its ability to generalize well to unseen data. Generalization refers to the model’s ability to make...
by Dr. Subhabaha Pal (Guest Author) | Oct 2, 2023 | General Blogs
The Inner Workings of Stochastic Gradient Descent: Understanding the Algorithm Introduction: Stochastic Gradient Descent (SGD) is a popular optimization algorithm used in machine learning and deep learning. It is widely used in training neural networks due to its...
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