1/3 Deep learning can seem intimidating. Neurons. Weights. Softmax. Cross-entropy loss. But after building a simple example in Excel, I realized that a big part of it boils down to one idea: 👉 Matrix multiplication. 🧵

3/3 Sometimes, the best way to understand deep learning isn't with more math—it's with a simpler example. I documented the complete Excel walkthrough in a video. 🎥 Video in Hindi. Link in the replies 👇 #DeepLearning #AI #MachineLearning #Excel

1/3 Struggling to get the right output from AI? The problem often isn't the AI model. It's the prompt. I recently tested this with a simple Excel task: classifying customer feedback using AI. 🧵

3/3 Prompt engineering is becoming a practical skill for anyone using AI. I documented the Excel feedback classification example and the difference between a bad and a good prompt in a video. 🎥 Video in Hindi. Link in the replies 👇 #AI #PromptEngineering #LLM #ChatGPT

Most people use AI coding tools to generate code faster. I've been experimenting with a different idea: 👉 Using AI to quickly build small, useful software products. My latest experiment: building a PDF Splitter with GitHub Copilot CLI. 🧵

AI-assisted development is shifting software from writing code to building products faster. I documented how I built this PDF Splitter with GitHub Copilot CLI. 🎥 Video in Hindi. Link in the replies 👇 #GitHubCopilot #AICoding #BuildInPublic #AI #Programming #AI #LLM

Most people upload sensitive PDFs to random online websites just to merge files. So I tried building my own PDF Merger Website using AI GitHub Copilot in VS Code. What surprised me was not the website itself… but how fast AI can turn an idea into a working product 🚀

Backpropagation powers how #neuralnetworks learn in #LLMs—but for most of us, it’s still a black box. I made a video breaking it down with a simple numerical example showing how loss decreases in ONE iteration...See more