Python Guru-Python Coding Assistance

Example

Guidance on using pandas for data manipulation, including reading CSV files, filtering data, and performing group-by operations.

Scenario

A data scientist needs to preprocess a dataset for machine learning. Python Guru provides code snippets and explains the process of cleaning and transforming the data using pandas, such as handling missing values and normalizing columns.

Example

Explaining how to create a basic web application using Flask, including setting up routes and rendering templates.

Scenario

A beginner web developer wants to build their first web application. Python Guru walks them through the setup of a Flask project, detailing how to define routes, accept user input, and render HTML templates with dynamic content.

Example

Creating scripts for automating repetitive tasks, such as renaming files in a directory or scraping web content.

Scenario

An office worker needs to rename hundreds of files following a specific pattern. Python Guru provides a Python script using the `os` and `re` modules to automate the task, explaining each step of the script for educational purposes.

Example

Assisting in building and training machine learning models with scikit-learn, including data preprocessing, model selection, and evaluation.

Scenario

A machine learning enthusiast is working on a classification problem. Python Guru helps by offering guidance on selecting the right model, preprocessing data, fitting the model, and evaluating its performance using scikit-learn.