CodeStips

Data Analysis

Python Data Analyst Role Overview

Career & Job Tips

A Python Data Analyst uncovers insights from data using Python, turning numbers into compelling stories. Essential skills include analysis, visualization, and tools like pandas and SQL.

Python Matplotlib Reference

Cheatsheets & Reference Guides

A guide to Matplotlib for Python data visualization, covering installation, key components, and daily techniques for creating plots and multi-panel figures.

Python Modules for Data Analysis

Functions & Modules in Python

Python offers essential modules and tools for efficient data analysis, including data cleaning, visualization, and modeling. Learn key libraries to master data processing and insights.

Python statistics Module Projects

Python Standard Libraries

Python's built-in statistics module offers powerful, lightweight tools for data analysis without external libraries. Explore practical projects to summarize datasets and derive insights efficiently.

Reading Excel Files in Python

File Handling in Python

Learn to automate Excel data processing with Python, eliminating manual tasks and enabling scalable analysis for business and research.

Reading Text Files in Python

File Handling in Python

Master proper Python file handling: always close files, use context managers, and apply best practices for reading text files effectively.

Recap: Mastering Data Analysis & Visualization in Python

Data Analysis & Visualization

A guide to essential Python tools for data analysis and visualization, covering pandas for data manipulation and matplotlib/seaborn for charts, with best practices for efficient workflow.

Selecting Columns in pandas DataFrames

Data Analysis & Visualization

Learn essential pandas DataFrame column selection methods for data cleaning, analysis, and visualization, from basic to advanced techniques.

Sorting DataFrames by Columns

Data Analysis & Visualization

Learn to efficiently sort pandas DataFrames using sort_values() to organize data for quick analysis and meaningful insights.

Stock Price Prediction with ML

Machine Learning & AI

Learn to build a stock price predictor using machine learning and Python, combining finance and data science for a practical, hands-on project.