How to Convert Pandas Dataframe to Tensor Dataset

Convert Pandas Dataframe to Tensor Dataset using tf.convert_to_tensor Function

This TensorFlow tutorial will teach you how to convert pandas dataframe to tensor dataset. I created a model in TensorFlow to predict housing prices. I collected data related to houses, such as square footage, location, and number of bedrooms, and then organized the collected data into a Pandas dataframe for preprocessing. After preprocessing, I had …

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Attributeerror module ‘tensorflow’ has no attribute ‘summary’

Attributeerror module 'tensorflow' has no attribute 'summary'

In this TensorFlow tutorial, I will demonstrate to you how to fix the error Attributeerror module ‘tensorflow’ has no attribute ‘summary’ or module ‘tensorflow’ has no attribute ‘summary’. The tf.summary is used for logging and visualization of various kinds of data while training and evaluating the machine learning model, and I used this attribute tf.summary …

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How to Convert Dict to Tensor

Convert Dict to Tensor using Convert_To_Tensor Function

In this TensorFlow tutorial, I will teach you how to convert dict to tensor using the convert_to_tensor function. While data processing, some of the data was stored in a dictionary. I was working with the TensorFlow library, and I needed a way to convert the dictionary into tensor data. After researching the internet and Tensorflow …

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How to use TensorFlow get_shape Function (get tensor shape)

What is the TensorFlow get_shape() function

In this TensorFlow tutorial, I will explain how to use the TensorFlow get_shape function. This function returns the shape of the given tensor. In my project, I had to process the image with a dimension of 4. However, I had to validate the dimensions of the images, such as batch size, height, width, and color …

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How to Iterate Over Tensor In TensorFlow

Iterate Over Tensor in TensorFlow using Python Loop

In this TensorFlow tutorial, I will show you how to iterate over tensors in TensorFlow. While processing data, I created a custom function to normalize the data and fill in the missing values. I wanted to apply this function to each element of my dataset in tensor format. For that, I needed to iterate over …

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How to Convert Tensor to Numpy in TensorFlow

Converting Tensor to Numpy in TensorFlow

In this TensorFlow tutorial, I will explain how to convert Tensor To Numpy in TensorFlow. I was working on a project where I had to visualize some data. My project was built using TensorFlow, and I used Tensor in my project. For visualization, I was using Matplotlib. Matplotlib doesn’t work with tensor objects, but it …

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Convert List to Tensor TensorFlow

Convert List of List to Tensor TensorFlow

In this TensorFlow tutorial, I will explain how to convert list to tensor tensorflow. In my ML project, I loaded the data in a Python list from the CSV file and needed to feed that dataset to a machine learning model for training or prediction in Tensorflow. So here, machine learning models were built using …

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TensorFlow One_Hot Encoding

TensorFlow One_Hot Encoding

In this TensorFlow tutorial, I will show you how to use the Tensorflow one_hot encoding function, tf.one_hot(). This function is beneficial; it changes the data into numerical values that the ML algorithm can work on effectively. I was creating an image classifier model in Tensorflow, and the task was to classify 10 different kinds of …

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