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Crash Course on TensorFlow Tensors and their Applications
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We discuss the most important features of tensors in TensorFlow, useful tensor methods you should know, and where you would use them in your Deep Learning projects.
Notebook Link:
TIMESTAMPS:
0:00 Introduction
0:10 What is a Tensor
1:26 Tensor properties
1:51 Changeable Tensors
2:30 Initializing Tensors
3:43 Tensorflow Tensor vs Numpy array
4:38 Indexing Tensors
5:10 Tensor Operation
5:52 Tensor Multiplication
7:31 Reshape and Transpose Tensors
7:46 Outer Product
8:15 Tensor Datatypes
9:19 Tensor Aggregation
11:55 Audio as a Tensor Application
Notebook Link:
TIMESTAMPS:
0:00 Introduction
0:10 What is a Tensor
1:26 Tensor properties
1:51 Changeable Tensors
2:30 Initializing Tensors
3:43 Tensorflow Tensor vs Numpy array
4:38 Indexing Tensors
5:10 Tensor Operation
5:52 Tensor Multiplication
7:31 Reshape and Transpose Tensors
7:46 Outer Product
8:15 Tensor Datatypes
9:19 Tensor Aggregation
11:55 Audio as a Tensor Application
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