Category: TensorFlow
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What is a slice in TensorFlow, how it works
We have seen the Python slice() function earlier. However, the TensorFlow slice is new for beginners. And its functions are different. Therefore, if you are new to the concepts of tensors, before proceeding further, please have a look at the tensor primers in TensorFlow. We have previously learned a few basic TensorFlow features. Firstly, we have…
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How to reshape data in TensorFlow
How do we reshape data in TensorFlow? You have probably guessed it right. The TensorFlow has a “reshape” method. We have previously learned a few basic TensorFlow features. Firstly, we have learned what TensorFlow is and how we can use the Google Colab to work on it. Secondly, we have learned the basic TensorFlow operations. …
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TensorFlow for Beginners, an introduction
We’ve seen some examples of TensorFlow before. The TensorFlow mainly works with tensors. Therefore we must know what tensor is. Firstly, we have learned what a scalar number means. Secondly, we know that a vector means one dimensional array. Thirdly, a matrix represents a two dimensional array. And finally, comes the tensor that represents the…
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Difference between TensorFlow and NumPy
What is the difference between TensorFlow and NumPy? Certainly a beginner in machine learning may want to know. In our previous section we have discussed what TensorFlow is. Although that was just a gentle start. After that we have seen some primary operations in TensorFlow. However, we need to see more examples to understand why…
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TensorFlow basic operations, how TensorFlow operates
What are the basic operations of TensorFlow? Certainly a beginner in machine learning may want to start from this point. In our previous section we have discussed what TensorFlow is. Although that was just a gentle start. We need to see more examples to understand why we need a machine learning software like TensorFlow. To…
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What is TensorFlow by Google Brain Team
TensorFlow is an end-to-end platform for machine learning. We have already discussed what machine learning is. In addition, we have also seen the difference between machine learning and artificial intelligence. Here we’ll learn TensorFlow, created by Google Brain Team. TensorFlow is a Software library for Machine Learning, and Artificial Intelligence. It uses Python, so we’ll…