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How can data be cleaned to predict the fuel efficiency with Auto MPG dataset using TensorFlow?

AmitDiwan
Updated on 20-Jan-2021 12:36:53

209 Views

Tensorflow is a machine learning framework that is provided by Google. It is an open−source framework used in conjunction with Python to implement algorithms, deep learning applications and much more.The ‘tensorflow’ package can be installed on Windows using the below line of code −pip install tensorflowTensor is a data structure used in TensorFlow. It helps connect edges in a flow diagram. This flow diagram is known as the ‘Data flow graph’. Tensors are nothing but multidimensional array or a list.The aim behind a regression problem is to predict the output of a continuous or discrete variable, such as a price, ... Read More

How can data be imported to predict the fuel efficiency with Auto MPG dataset (basic regression) using TensorFlow?

AmitDiwan
Updated on 20-Jan-2021 12:35:27

493 Views

Tensorflow is a machine learning framework that is provided by Google. It is an open-source framework used in conjunction with Python to implement algorithms, deep learning applications and much more. It is used in research and for production purposes.The ‘tensorflow’ package can be installed on Windows using the below line of code −pip install tensorflowTensor is a data structure used in TensorFlow. It helps connect edges in a flow diagram. This flow diagram is known as the ‘Data flow graph’. Tensors are nothing but multidimensional array or a list.The aim behind a regression problem is to predict the output of ... Read More

How can Tensorflow be used with Fashion MNIST dataset so that the trained model is used to predict a different image in Python?

AmitDiwan
Updated on 20-Jan-2021 12:33:27

204 Views

Tensorflow is a machine learning framework that is provided by Google. It is an open-source framework used in conjunction with Python to implement algorithms, deep learning applications and much more. It is used in research and for production purposes. It has optimization techniques that help in performing complicated mathematical operations quickly. This is because it uses NumPy and multi-dimensional arrays. These multi-dimensional arrays are also known as ‘tensors’. The framework supports working with deep neural network.The ‘tensorflow’ package can be installed on Windows using the below line of code −pip install tensorflowTensor is a data structure used in TensorFlow. It ... Read More

How can TensorFlow be used to verify the predictions for Fashion MNIST in Python?

AmitDiwan
Updated on 20-Jan-2021 12:31:58

190 Views

Tensorflow is a machine learning framework that is provided by Google. It is an open−source framework used in conjunction with Python to implement algorithms, deep learning applications and much more. It is used in research and for production purposes.The ‘tensorflow’ package can be installed on Windows using the below line of code −pip install tensorflowThe ‘Fashion MNIST’ dataset contains images of clothing of different kinds. It contains grayscale images of more than 70 thousand clothes that belong to 10 different categories. These images are of low resolution (28 x 28 pixels).We are using the Google Colaboratory to run the below ... Read More

How can TensorFlow be used to make predictions for Fashion MNIST dataset in Python?

AmitDiwan
Updated on 20-Jan-2021 12:30:22

199 Views

Tensorflow is a machine learning framework that is provided by Google. It is an open-source framework used in conjunction with Python to implement algorithms, deep learning applications and much more. It is used in research and for production purposes. It has optimization techniques that help in performing complicated mathematical operations quickly. This is because it uses NumPy and multi−dimensional arrays. These multi−dimensional arrays are also known as ‘tensors’.The ‘tensorflow’ package can be installed on Windows using the below line of code −pip install tensorflowTensor is a data structure used in TensorFlow. It helps connect edges in a flow diagram. This ... Read More

How can TensorFlow be used to train the model for Fashion MNIST dataset in Python?

AmitDiwan
Updated on 20-Jan-2021 12:28:46

182 Views

Tensorflow is a machine learning framework that is provided by Google. It is an open−source framework used in conjunction with Python to implement algorithms, deep learning applications and much more. It is used in research and for production purposes.The ‘tensorflow’ package can be installed on Windows using the below line of codepip install tensorflowTensor is a data structure used in TensorFlow. It helps connect edges in a flow diagram. This flow diagram is known as the ‘Data flow graph’. Tensors are nothing but multidimensional array or a list.The ‘Fashion MNIST’ dataset contains images of clothing of different kinds. It contains ... Read More

How can TensorFlow be used to build the model for Fashion MNIST dataset in Python?

AmitDiwan
Updated on 20-Jan-2021 12:27:40

250 Views

Tensorflow is a machine learning framework that is provided by Google. It is an open−source framework used in conjunction with Python to implement algorithms, deep learning applications and much more. It is used in research and for production purposes.The ‘tensorflow’ package can be installed on Windows using the below line of code −pip install tensorflowTensor is a data structure used in TensorFlow. It helps connect edges in a flow diagram. This flow diagram is known as the ‘Data flow graph’. Tensors are nothing but multidimensional array or a list.The ‘Fashion MNIST’ dataset contains images of clothing of different kinds. It ... Read More

How can TensorFlow be used to preprocess Fashion MNIST data in Python?

AmitDiwan
Updated on 20-Jan-2021 12:25:02

256 Views

Tensorflow is a machine learning framework that is provided by Google. It is an open−source framework used in conjunction with Python to implement algorithms, deep learning applications and much more. It is used in research and for production purposes.The ‘tensorflow’ package can be installed on Windows using the below line of code −pip install tensorflowTensor is a data structure used in TensorFlow. It helps connect edges in a flow diagram. This flow diagram is known as the ‘Data flow graph’. Tensors are nothing but multidimensional array or a list.The ‘Fashion MNIST’ dataset contains images of clothing of different kinds. It ... Read More

How can TensorFlow be used to download and explore the Fashion MNIST dataset using Python?

AmitDiwan
Updated on 20-Jan-2021 12:23:37

261 Views

Tensorflow is a machine learning framework that is provided by Google. It is an open−source framework used in conjunction with Python to implement algorithms, deep learning applications and much more. It is used in research and for production purposes.The ‘tensorflow’ package can be installed on Windows using the below line of code −pip install tensorflowThe ‘Fashion MNIST’ dataset contains images of clothing of different kinds. It contains grayscale images of more than 70 thousand clothes that belong to 10 different categories. These images are of low resolution (28 x 28 pixels).We are using the Google Colaboratory to run the below ... Read More

How can TensorFlow be used to create a plot that visualizes training and validation accuracy in the trained IMDB dataset in Python?

AmitDiwan
Updated on 20-Jan-2021 12:21:39

192 Views

Tensorflow is a machine learning framework that is provided by Google. It is an open−source framework used in conjunction with Python to implement algorithms, deep learning applications and much more. It is used in research and for production purposes.The ‘tensorflow’ package can be installed on Windows using the below line of code −pip install tensorflowThe ‘IMDB’ dataset contains reviews of over 50 thousand movies. This dataset is generally used with operations associated with Natural Language Processing.We are using the Google Colaboratory to run the below code. Google Colab or Colaboratory helps run Python code over the browser and requires zero ... Read More

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