CodeStips

Pandas

Python Libraries for Machine Learning Projects

Libraries & Frameworks

Pandas and NumPy are essential Python libraries for data manipulation in machine learning. They provide the foundation for preparing and handling data before model building.

Python Machine Learning Cheatsheet

Cheatsheets & Reference Guides

A concise Python machine learning cheatsheet covering essential libraries, data handling, model building, evaluation, and deployment tips for beginners and experienced practitioners.

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 Modules for Machine Learning

Functions & Modules in Python

Explore essential Python libraries that power modern machine learning workflows, making it efficient and accessible for both beginners and experts.

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.

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.

Top Python Libraries to Know for Jobs

Career & Job Tips

Must-know Python libraries for data science, web dev, automation, and software engineering. Boost your job prospects with these essential tools.