Tensorflow Tutorial for Beginners in Tamil | Tensorflow in Tamil #12
In this TensorFlow Tutorial for Beginners in Tamil Episode 12, I explain how to create a 4D tensor using two 3D tensors with the tf.stack() function. 🎯
🔥If you want to master Tensorflow step by step in Tamil, check out my complete Tensorflow playlist. start from Episode 1 and grow your skills like a pro! : • Tensorflow Tutorial for beginners in Tamil...
🔥If you want to master Numpy step by step in Tamil, check out my complete Numpy playlist. start from Episode 1 and grow your skills like a pro! : • Complete Numpy Tutorial in Tamil | Numpy T...
🔥If you want to master Pandas step by step in Tamil, check out my complete Pandas playlist. start from Episode 1 and grow your skills like a pro! : • Pandas Full Course Python | Python Pandas ...
✍We will cover step by step:
00:00 Introduction: Importance of 4D Tensor in Neural Network in Tamil
00:40 Create 3D Tensor
02:26 Create 4D Tensor
03:42 4D Tensor Attributes
04:07 Understanding 3D Tensor
04:42 Understanding 4D Tensor
08:35 Next Video
✅What is a 3D tensor?
✅How multiple 3D tensors can be combined to form a 4D tensor
✅The role of the axis argument in tf.stack() and how it changes the shape
✅Practical examples showing batching images or feature maps in neural networks
✅Tips to avoid common mistakes when stacking tensors
By the end of this video, you will clearly understand why 4D tensors are important in deep learning and how to manipulate them in Python using TensorFlow.
✅ This tutorial is perfect for beginners who want to get started with tensor operations and neural network data preparation.
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