Photo by Sven Read on Unsplash

Image by Tengyart on Unsplash

Understanding the basics of generators and implementing them in Python

Photo by Boitumelo Phetla on Unsplash

What are Python Generators?

Simple Class Iterator Implemented in Python

Preprocessing MNIST data with PCA to build more efficient CNN model

Photo by Nick Hillier on Unsplash

What is Principal Component Analysis?

Photo by Markus Spiske on Unsplash
import pandas as pd
import matplotlib.pyplot…

Photo by Christina @ on Unsplash

Exploratory data analysis on UCI’s Heart Disease Dataset

Photo by Bill Oxford on Unsplash

Demonstrating the efficiency of pmdarima’s auto_arima() function compared to implementing a traditional ARIMA model.

Photo by Aleksei Zaitcev on Unsplash

What is Time-Series Analysis?

  1. Trend : Shows a general direction of time series data over a period of time — trends can be increasing (upward), decreasing (downward), or horizontal (stationary).
  2. Seasonality : This component exhibits a trend that repeats with respect to timing, magnitude, and direction — such as the increase in ice cream…

Differences between findall(), match(), and search() functions in Python’s built-in Regular Expression module.

Photo by Abigail Lynn on Unsplash

Explaining the basics of Python objects and classes using examples

Photo by Kevin Canlas on Unsplash

Muriel Kosaka

Data Scientist | ML Enthusiast | MA Psychology Grad. LinkedIn-

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store