🚀 Building a Neural Network from Scratch using NumPy 🤖
Somnath Das

Somnath Das @dassomnath99

About: Turning ideas into code | ML Engineer & Full-Stack Developer | Django • TensorFlow • Python | Solved real-world problems for 32K+ image dataset & beyond

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Kolkata, India
Joined:
Oct 15, 2024

🚀 Building a Neural Network from Scratch using NumPy 🤖

Publish Date: Mar 14
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Have you ever wondered how deep learning models work under the hood? Instead of relying on pre-built frameworks like TensorFlow or PyTorch, let’s take a deep dive and build a neural network from scratch using only NumPy!

🔥** What You’ll Learn:**
✅ The mathematical foundations of neural networks
✅ Forward and backward propagation without any high-level libraries
✅ Implementing activation functions, weight updates, and gradient descent
✅ How deep learning works at the lowest level

This hands-on approach will give you an in-depth understanding of AI and make you a better machine learning engineer!

💡 Ready to code? Drop a "🔥" in the comments if you want the full step-by-step breakdown!

MachineLearning #DeepLearning #NeuralNetworks #ArtificialIntelligence #DataScience #Python #NumPy #AI

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