You may have even been tempted yourself to put down cash on your favorite pop-culture hunch. But the recent Google case ...

Generative AI agents produced 600,000 lines of code and ran 850 experiments to secure first place in a Kaggle competition. Here's how they did it. In March 2026, a team leveraging generative AI agents ...

In this project, I have utilized survival analysis models to see how the likelihood of the customer churn changes over time and to calculate customer LTV. I have also implemented the Random Forest ...

Machine learning is an essential component of artificial intelligence. Whether it’s powering recommendation engines, fraud detection systems, self-driving cars, generative AI, or any of the countless ...

The global music streaming industry has experienced exponential growth over the past decade, driven by advancements in mobile connectivity, affordable subscription models, and the proliferation of ...

Python and Jupyter offer a simple, powerful setup for beginner-friendly data science learning. Real-world datasets make each project practical and industry-relevant. Skills gained cover analysis, ...

Gaining customer trust has long been cherished among executive teams as a way to build brand value. Traditional metrics have been central for managing customer trust. But digital media and associated ...

In the contemporary environmental context, there is a burgeoning emphasis among corporations on the significance of reducing customer attrition as a strategic imperative 1. At the heart of effective ...

Python is one of the most powerful and popular languages for AI automation due to its vast ecosystem of libraries and ease of use. When you start using this, you realize the vast potential and bundle ...

Did you know that retaining existing customers is 5x cheaper than acquiring new ones? In the telecom industry, customer churn is a major issue that directly impacts business revenue. So I built an end ...

End-to-end customer churn analysis with EDA, ML prediction (XGBoost, Random Forest), and interactive React dashboard. Built on Telco dataset (7,043 customers). Developed an interactive machine ...