Machine Learning
535 learners
Introduction to Predictive Modeling
Initiate your understanding of predictive modeling by exploring the fundamental workings and purposes of these models. Gain insights into how predictive models can guide decision-making across industries and sectors.
MatPlotLib
Pandas
Python
Scikit-learn
4 lessons
20 practices
3 hours
Coding and Data Algorithms
Lessons and practices
Exploring the Structure of the California Housing Dataset
Scatter Plot Insights: Latitude and Median Value
Exploring the Impact of Longitude on Housing Prices
Scatter Plot Exploration
California Housing Scatter Plot Creation
Predicting Tree Height with Linear Regression
Understanding the Impact of Data Changes on Regression
Regression Line Prediction Error
Predicting with Linear Regression
Charting the Regression Universe
Visualizing Linear Regression in the Housing Market
Fixing Dimensionality for Linear Regression Model
Predicting House Values with Different Incomes
Creating and Predicting with a Linear Regression Model
Implementing Linear Regression to Make a Prediction
Evaluating House Prices Predictions with MSE
Linear Regression Model Evaluation Error
Evaluating Predictive Models: Calculating MSE
Calculating Mean Square Error for Model Evaluation
Evaluating the Predictive Model with MSE
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