Analytics Vidhya

JUNE 21, 2025

Have you ever read about Bayes’ theorem and wondered why its proof is so mathematically dense? It’s indeed confusing. Imagine a picture where a canvas of shapes and colours is showing Bayesian reasoning with no equations involved. Now, you will be able to demystify Bayes’ Theorem with intuitive shapes and areas. This supports the fact […] The post Visual Proof of Bayes’ Theorem appeared first on Analytics Vidhya.

Visualization 190

Visualization Analytics IT 190

Analytics Vidhya

JUNE 21, 2025

Imagine an e-commerce flash sale where thousands of customers rush to buy a limited-stock item. If the item’s price remains static while inventory plummets, the retailer might sell out too quickly and lose potential revenue. In fast-paced online retail, dynamic pricing – adjusting prices on the fly based on demand or stock – can be […] The post Real-Time Pricing Pipeline Using AWS Lambda, EventBridge, and Redis appeared first on Analytics Vidhya.

Sales 122

Sales Analytics 122

Analytics Vidhya

JUNE 21, 2025

Creating content can be time-consuming, but with the right tools, it becomes easier. n8n and LangGraph are two powerful tools for content workflow automation and enhancement. n8n offers a visual, no-code interface that’s great for quick and intuitive workflow building, while LangGraph is better suited for developers who want to create logic using LLMs.

Visualization 122

Visualization Analytics IT 122