by Dr. Subhabaha Pal (Guest Author) | Oct 4, 2023 | General Blogs
Deep Learning: Enhancing Cybersecurity and Fraud Detection Introduction In today’s digital age, cybersecurity and fraud detection have become critical concerns for individuals, businesses, and governments alike. With the increasing sophistication of cyber...
by Dr. Subhabaha Pal (Guest Author) | Oct 4, 2023 | General Blogs
Unveiling the Black Box: How Explainable AI is Shedding Light on AI Decision-Making Introduction Artificial Intelligence (AI) has become an integral part of our daily lives, from voice assistants like Siri and Alexa to personalized recommendations on streaming...
by Dr. Subhabaha Pal (Guest Author) | Oct 4, 2023 | General Blogs
Sentiment Analysis: A Powerful Tool for Predicting Consumer Behavior Introduction: In today’s digital age, businesses have access to an unprecedented amount of data. This data can be harnessed to gain valuable insights into consumer behavior and preferences. One...
by Dr. Subhabaha Pal (Guest Author) | Oct 4, 2023 | General Blogs
Enhancing Model Performance with Adaptive Learning Rates in Stochastic Gradient Descent Introduction: Stochastic Gradient Descent (SGD) is a widely used optimization algorithm in machine learning and deep learning. It is particularly effective in training large-scale...
by Dr. Subhabaha Pal (Guest Author) | Oct 4, 2023 | General Blogs
Regularization: The Key to Achieving Optimal Model Performance and Stability Introduction: In the field of machine learning, the ultimate goal is to create models that can accurately predict outcomes and make informed decisions. However, achieving optimal model...
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