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How can Tensorflow be used to define a model for MNIST dataset?

AmitDiwan
Updated on 20-Jan-2021 13:05:28

201 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 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 helps connect edges in a flow diagram. This flow ... Read More

How can Tensorflow be used to save and load weights for MNIST dataset?

AmitDiwan
Updated on 20-Jan-2021 13:02:54

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 ‘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 a DNN (deep neural network) model be used to predict MPG values on Auto MPG dataset using 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

How can a DNN (deep neural network) model be built 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

How can a sequential model be built 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

How can predictions be made 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

How can model be evaluated 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

How can model be fit to data with Auto MPG dataset using TensorFlow?

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

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 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 predictions be made about the fuel efficiency with Auto MPG dataset using TensorFlow?

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

201 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

How can data be normalized to predict the 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

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