Make Predictions on Auto MPG Dataset Using TensorFlow

AmitDiwan
Updated on 20-Jan-2021 12:51:49

157 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.Tensor 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. They can be identified using three main attributes:Rank − It tells about the dimensionality of the tensor. It can be understood as the order of the tensor ... Read More

Evaluate Model Based on Auto MPG using TensorFlow

AmitDiwan
Updated on 20-Jan-2021 12:49:44

119 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

Fit Model to Data with Auto MPG Dataset using TensorFlow

AmitDiwan
Updated on 20-Jan-2021 12:47:55

183 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

Predict Fuel Efficiency Using Auto MPG Dataset with TensorFlow

AmitDiwan
Updated on 20-Jan-2021 12:43:29

194 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. It is highly scalable, and comes with many popular datasets. It uses GPU computation and automates the management of resources. It comes with multitude of ... Read More

Normalize Data to Predict Fuel Efficiency with Auto MPG Dataset Using TensorFlow

AmitDiwan
Updated on 20-Jan-2021 12:40:05

219 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 ... Read More

Predict Fuel Efficiency with Auto MPG Dataset using TensorFlow

AmitDiwan
Updated on 20-Jan-2021 12:38:58

172 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. It is highly scalable, and comes with many popular datasets.Tensor is a data structure used in TensorFlow. It helps connect edges in a flow ... Read More

Clean Data to Predict Fuel Efficiency with Auto MPG Dataset Using TensorFlow

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

185 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

Predict Fuel Efficiency with Auto MPG Dataset using TensorFlow

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

467 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

Use TensorFlow with Fashion MNIST Dataset for Image Prediction in Python

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

171 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

Verify Predictions for Fashion MNIST Using TensorFlow in Python

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

161 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

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