Tensorflow Tutorial in Tamil | Tensorflow Tutorial Tamil #8
In this Tensorflow Tutorial Tamil Episode 8, I explained how to convert a NumPy array into a TensorFlow tensor using two important methods: tf.convert_to_tensor() and tf.constant(). First, I showed how to create a NumPy array, then convert it into a tensor using both methods. I also explained the differences between them, how to check tensor properties like shape and dtype, and even how to convert a tensor back into a NumPy array when needed.
🔥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 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 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 ...
✍This tutorial is designed for beginners who are learning TensorFlow and Neural Networks. It will help you understand why NumPy is used for data preparation and why TensorFlow requires tensors for training deep learning models.
00:00 Introduction: Importance Tensors over Numpy array
00:59 Create Numpy Array
03:13 Method 1: Convert Numpy Array into Tensorflow Tensor
06:27 Convert Numpy Array into 2D Tensor
12:58 Convert Numpy Array into 3D Tensor
16:39 Method 2: Convert Numpy Array into Tensorflow Tensor
19:33 Convert 1D Tensor into 2D Tensor
25:20 Tensor to Numpy Array (Reverse Conversion)
27:09 Why tensorflow tensors over numpy arrays
28:05 Next Video
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