تحليل البيانات ب R: التنبؤ بتحليل الانحدار

Discover the power of predictive data analysis with regression using R programming language in this guided project. Gain hands-on experience in executing predictive data analysis, building and evaluating regression models, and using the model to make predictions. With a focus on exploratory data analysis (EDA) and model fitting, you'll delve into the mathematical foundations of regression analysis and explore the relationship between different data fields within a dataset. Utilize R to uncover insights and analyze numerical data, ultimately leveraging the learned model for validation and making accurate predictions. This course is tailored for programmers and data analysts with some experience in R and machine learning, offering an opportunity to deepen their understanding of predictive regression analysis.

• Conduct exploratory data analysis (EDA) to gain insights into the dataset
• Fit regression models and evaluate them using RMSE
• Utilize regression models to make data predictions and validate the models