Predict Fuel Efficiency with Auto MPG Dataset using TensorFlow

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

202 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

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

Predict Fuel Efficiency with Auto MPG Dataset 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

Use TensorFlow with Fashion MNIST Dataset for Image Prediction 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

Verify Predictions for Fashion MNIST Using TensorFlow 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

Make Predictions for Fashion MNIST Dataset in Python Using TensorFlow

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

Train Model for Fashion MNIST Dataset in Python using TensorFlow

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

Build Model for Fashion MNIST Dataset using TensorFlow 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

Preprocess Fashion MNIST Data in Python using TensorFlow

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

Download and Explore Fashion MNIST Dataset Using TensorFlow in 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

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