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🚨 Cloudflare Outage Today Cloudflare faced a major outage that disrupted multiple platforms and services across the globe. It’s a strong reminder of how much our digital ecosystem relies on a few key infrastructure layers — and how quickly things c

Many start ups are shutting down and mainly because of cash flow issues. What is the solution?

Reading how prefect works, concept of creating resilient data pipelines and schedule a flow.

📊 Why Revenue Modeling is Critical for Your Business – Backed by Data 📊 Revenue modeling isn’t just a forecasting exercise – it’s a roadmap for growth, stability, and innovation. Here's why it matters, with data to back it up: 1️⃣ Predicts Future

The secret to creating an error free AI is the main science behind ai is we give output and we have a expected output in between we have a fine layer in which we have neural network we need to increase the neural network in the layers instead of add

Day 13 of learning data science as a beginner. Topic: data cleaning and preprocessing In most of the real world applications we rarely get almost perfect data most of the time we get a raw data dump which needs to be cleaned and preprocessed before

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One of my startup clients recently struggled with severe cash flow issues — something I see quite often, especially in AI-driven or tech-based startups. Despite having a great product and market fit, they were stuck because of delayed receivables an

Every powerful application begins with a strong database foundation. A well-structured database is the backbone of every modern application, ensuring smooth data flow, easy management, and scalability. Understanding its key design foundations helps