Deep Learning Essentials: Tensors, Shapes, Dimensions & Operations
Welcome to this deep learning tutorial! 🚀
In this video, we break down Tensors — the building blocks of Deep Learning & Neural Networks. Whether you're a beginner or reviewing ML fundamentals, this lesson will help you understand:
✅ What you will learn
What are Tensors? (Simple Explanation)
Tensor dimensions & shapes
Tensor operations and methods
Python examples using NumPy / PyTorch
Real-world intuition for tensors in deep learning models
📘 Why Tensors Matter
Tensors are used in Neural Networks, CNNs, RNNs, Transformers, and AI models like ChatGPT.
Mastering tensors is the first step to becoming a deep learning engineer or AI researcher.
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