by Dr. Subhabaha Pal (Guest Author) | Oct 3, 2023 | General Blogs
Deep Learning vs. Traditional Machine Learning: What’s the Difference? In recent years, there has been a surge of interest in artificial intelligence (AI) and its various applications. Two prominent techniques that have gained significant attention are deep...
by Dr. Subhabaha Pal (Guest Author) | Oct 3, 2023 | General Blogs
Title: Making AI Understandable: The Power of Explainable AI in Real-World Applications Introduction Artificial Intelligence (AI) has become an integral part of our lives, revolutionizing various industries such as healthcare, finance, transportation, and more....
by Dr. Subhabaha Pal (Guest Author) | Oct 3, 2023 | General Blogs
Harnessing the Power of Sentiment Analysis: A Game-Changer for Social Media Marketing Introduction: In today’s digital age, social media has become an integral part of our lives. It has revolutionized the way we communicate, connect, and consume information. For...
by Dr. Subhabaha Pal (Guest Author) | Oct 3, 2023 | General Blogs
Exploring the Inner Workings of Stochastic Gradient Descent in Deep Learning Introduction Deep learning has revolutionized the field of artificial intelligence, enabling machines to learn and make decisions in a way that mimics human intelligence. One of the key...
by Dr. Subhabaha Pal (Guest Author) | Oct 3, 2023 | General Blogs
Regularization Techniques: Balancing Bias and Variance in Machine Learning Introduction In the field of machine learning, one of the key challenges is finding the right balance between bias and variance. Bias refers to the simplifying assumptions made by a model,...
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