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 … Read more…

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 … Read more…

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 … Read more…

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 … Read more…

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 … Read more…

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 … Read more…

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 … Read more…

How to Fix Modulenotfounderror: no module named ‘tensorflow.compat’

Modulenotfounderror no module named 'tensorflow.compat'

In this TensorFlow tutorial, I will show how to fix the error Modulenotfounderror: no module named ‘tensorflow.compat’. I will also explain multiple reasons behind this error, and then you will learn how to solve it and avoid it in the future. Modulenotfounderror: no module named ‘tensorflow.compat’ The error Modulenotfounderror: no module named ‘tensorflow.compat’ means the … Read more…

How to Fix Module ‘TensorFlow’ has no attribute ‘session’

Module ‘TensorFlow’ has no attribute ‘session’

In this tutorial, I will explain how to fix the error Module ‘TensorFlow’ has no attribute ‘session’. In one of my projects, I used the Session() attribute; when I ran my project after installing the latest version of Tensorflow, the error began to pop up on my terminal. After digging into TensorFlow’s official document, I … Read more…

Module ‘TensorFlow’ has no attribute ‘get_default_graph’

Attributeerror Module 'tensorflow' has no attribute 'get_default_graph'

In this TensorFlow tutorial, I will explain how to fix the error Attributeerror: Module ‘tensorflow’ has no attribute ‘get_default_graph’. As TensorFlow’s latest version arrived, I updated to that version; when I ran my code, an error appeared in my command prompt. To resolve the error, I found two solutions: using the compatibility mode of TensorFlow … Read more…