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Range Function in Python

Range is an inbuilt function in python that is generally used to create a sequence of numbers. It can accept upto three arguments to modify the output accordingly We will look into its functionalities and any limitations that range has. Let's start from basics and build up our understanding of range

python

Reading and Writing Text Files in Python

This post will cover how to work with text files specifically in Python. We covered Opening a file, Reading a file: read() and readlines(), Writing to files, keeping track of pointers: tell() and seek(), Closing a file and File attributes

python

if else statement in Python

We will take a deep look into if else, else if (elif), nested if else and the possible condition statements used in if else in Python. if else is a program control statement and is widely used in almost all programming languages

python

Tuple in Python

Tuples in Python are used to hold together multiple objects. Tuples are defined by specifying items separated by commas within an optional pair of parentheses. Any set mutiple comma-separated symbols written default to tuples. Tuples are immutable

machine learning

Implementing CNN in Python with Tensorflow for MNIST digit recognition

In this article, we will develop and train a convolutional neural network (CNN) in Python using TensorFlow for digit recognifition with MNIST as our dataset. We will give an overview of the MNIST dataset and the model architecture we will work on before diving into the code.

machine learning

Logistic Regression in Python with TensorFlow

We will walk you though the difference between Linear and Logistic Regression and then, take a deep look into implementing Logistic Regression in Python using TensorFlow. We used the Iris dataset and have trained and plotted the loss function and the training and test accuracy across epochs

machine learning

Linear Regression in Python with TensorFlow

In this guide, we will implement Linear Regression in Python with TensorFlow. Linear Regression is a simple yet effective prediction that models any data to predict an output based on the assumption that it is modeled by a linear relationship.

python

Create arrays in Numpy

Numpy functions that we have covered are arange(), zeros(), ones(), empty(), full(), eye(), linspace() and random(). Creating and managing arrays is one of the fundamental and commonly used task in scientific computing. Numpy is a Python library which adds support for several mathematical operations

software engineering

Control Flow in Python

In Control Flow, there are certain conditions which we put with the help of predefined syntaxes and the program then run in that order and chooses the condition as a output. Control statements include conditional and iteration statements like if else, while, do while and if elif and for loop

python

A Pythonic Way of PDF to Image Conversion

Can a PDF be converted into a sequence of images through a program? If so which is the best technique to perform this conversion? This article answers the above questions.

machine learning

Building a Convolution Neural Network (CNN) for handwritten digit recognition in Python using Keras

We built a Convolution Neural Network (CNN) for handwritten digit recognition from scratch in python. We will be using Keras API with TensorFlow backend and use handwritten digits dataset from Kaggle.