Weekly AI Knowledge Sharing

“Is AI Product Manager a real long-term career, or just hype?” It’s real — and it’s growing fast. Today, almost every serious product roadmap includes AI. But AI alone doesn’t create value. Products fail when AI is built without clear user problems, success metrics,…

Predictive AI — Anticipating the Future With Data What if your system could tell you what’s likely to happen next —before it actually happens? That’s exactly what Predictive AI does. Predictive AI uses historical data, statistical patterns, and machine learning models to forecast future…

AI is transforming every industry and with it, the role of Product Managers (PMs) is evolving faster than ever. Today, an AI Product Manager sits at the intersection of business, technology, data, and ethics. Here’s what this role truly demands: What Do AI Product…

A High-Level Roadmap to Start Learning AI in 2026 If you’re planning to learn AI in 2026, here’s the good news:You don’t need to know everything.You just need a structured direction. After meeting developers, leaders, and beginners over the years, I’ve realized one thing…

Spam Email Detection Using Classification Algorithms Every day, billions of emails are sent worldwide — and a shocking percentage of them are spam. From fake offers to phishing scams, spam not only clutters inboxes but can also compromise security.That’s where Machine Learning steps in…

Topic: LangGraph – Building Agentic AI Workflows with Graph-Based Frameworks If you’re exploring the next frontier of AI — beyond one-shot prompts and simple chains — here’s why LangGraph matters. 🔍 What is LangGraph? LangGraph is a framework designed for building multi-agent, stateful AI…