tutorialspoint python data science
Автор: CodeLines
Загружено: 2024-02-21
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tutorialspoint is a comprehensive online platform that provides tutorials on various programming languages and technologies. in this tutorial, we will explore the basics of data science using python on tutorialspoint. data science involves extracting meaningful insights from data through various processes such as data cleaning, exploration, and analysis.
before we begin, ensure you have the following installed on your system:
first, let's set up our environment. open your terminal or command prompt and install the necessary libraries using the following commands:
if you prefer jupyter notebook, install it using:
open your python environment or jupyter notebook and import the required libraries:
for this tutorial, we'll use a sample dataset. you can download it from tutorialspoint or use any dataset of your choice. load the data into a pandas dataframe:
perform basic eda to understand your data. tutorialspoint provides detailed explanations for each step. here's a brief example:
clean and preprocess your data. this may involve handling missing values, encoding categorical variables, or scaling numerical features.
tutorialspoint offers tutorials on various machine learning algorithms. let's use a simple example with a linear regression model:
this tutorial provides a basic overview of data science using python with tutorialspoint. explore tutorialspoint's extensive resources for more in-depth knowledge and advanced topics in data science and machine learning. happy coding!
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