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Understanding the basics of generators and implementing them in Python

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What are Python Generators?

Simple Class Iterator Implemented in Python


Preprocessing MNIST data with PCA to build more efficient CNN model

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What is Principal Component Analysis?


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import pandas as pd
import matplotlib.pyplot…


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Exploratory data analysis on UCI’s Heart Disease Dataset

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

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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.

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Explaining the basics of Python objects and classes using examples

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Muriel Kosaka

Data Scientist | ML Enthusiast | MA Psychology Grad. LinkedIn-https://www.linkedin.com/in/muriel-kosaka-ab9003a5/

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