As technology increasingly becomes a ubiquitous aspect of our daily lives, we cannot ignore the significant impact of artificial intelligence on our society. While AI has immense potential to bring about positive changes in various sectors, the race to develop AI applications that can outsmart and outmatch each other has led to the rise of…
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Leveraging GPT for Authentication: A Deep Dive into a New Realm of Cybersecurity
The world of cybersecurity is always evolving, and experts are continually exploring new possibilities to secure systems and data. In recent years, Generative Pretrained Transformers (GPT) have made a significant impact on the tech world, primarily due to their profound capabilities in natural language understanding and generation. Given the audience’s familiarity with GPT models, we’ll…
Enhancing SIEM with GPT Models: Unleashing the Power of Advanced Language Models in Cyber Security
As cyber security threats continue to evolve, organizations need to stay one step ahead to protect their critical infrastructure and sensitive data. Security Information and Event Management (SIEM) systems have long been a cornerstone in the field of cyber security, providing real-time analysis of security alerts and events generated by applications and network hardware. By…
Using Logistic Regression to Predict Personal Loan Purchase: A Classification Approach
In a previous post, I explored building a supervised machine learning model using linear regression to predict the price of used cars. In this post, I will use supervised learning with classification to see if I can successfully build a model to predict whether a liability customer will buy a personal loan or not from…