CodeStips

Predictive Modeling

Creating New Features in pandas

Data Analysis & Visualization

Learn essential pandas techniques for generating new features from raw data to enhance data analysis and machine learning models.

Linear Regression Explained

Machine Learning & AI

Linear regression is a simple machine learning tool that finds a best-fit straight line to make predictions based on observed data patterns.

Overfitting and Underfitting in ML

Machine Learning & AI

Overfitting occurs when a model learns training data too well, including noise, making it perform poorly on new data. Underfitting happens when a model fails to capture patterns in the data, resulting in poor performance overall.

scikit-learn: Introduction to Machine Learning

Libraries & Frameworks

Start your machine learning journey in Python with scikit-learn. Learn core concepts and build intelligent systems with practical code examples.

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.