Predict MPG Values Using DNN Deep Neural Network in TensorFlow

AmitDiwan
Updated on 20-Jan-2021 12:59:29

264 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.The ‘tensorflow’ package can be installed on Windows using the below line of code −pip install tensorflowThe aim behind a regression problem is to predict the output ... Read More

Build DNN Model on Auto MPG Dataset Using TensorFlow

AmitDiwan
Updated on 20-Jan-2021 12:57:10

188 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.The dataset we use is called the ‘Auto MPG’ dataset. It contains fuel efficiency of 1970s and 1980s automobiles. It includes attributes like weight, horsepower, displacement, and ... Read More

Build Sequential Model on Auto MPG Dataset using TensorFlow

AmitDiwan
Updated on 20-Jan-2021 12:55:48

206 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. They can be identified using three main attributes −Rank − It ... Read More

Make Predictions on Auto MPG Dataset Using TensorFlow

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

164 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

127 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

191 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

200 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

231 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

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. 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

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.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

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