Predictive Analytics Model for Term Deposit Investment
$49
ENROLL NOWCourse Overview
What You'll Learn
- This course empowers learners to apply predictive analytics techniques using the CART (Classification and Regression Tree) algorithm in the context of term deposit investment decisions.
- Structured around real-world marketing scenarios, learners will explore the end-to-end process of building decision tree models—from understanding business objectives and interpreting variables to developing, optimizing, and validating CART models.
- By the end of the course, learners will be able to describe data characteristics, construct classification models, and evaluate their performance on unseen data, in alignment with industry-standard practices.
This course empowers learners to apply predictive analytics techniques using the CART (Classification and Regression Tree) algorithm in the context of term deposit investment decisions. Structured around real-world marketing scenarios, learners will explore the end-to-end process of building decision tree models—from understanding business objectives and interpreting variables to developing, optimizing, and validating CART models. Through practical video lessons, participants will gain hands-on experience in constructing binary classification models, tuning parameters, and using pruning strategies to avoid overfitting. The course emphasizes data preprocessing, model transparency, and interpretation of results for effective decision-making in financial marketing campaigns. By the end of the course, learners will be able to describe data characteristics, construct classification models, and evaluate their performance on unseen data, in alignment with industry-standard practices.
Course FAQs
Is this an accredited online course?
Accreditation for 'Predictive Analytics Model for Term Deposit Investment' is determined by the provider, EDUCBA. For online college courses or degree programs, we strongly recommend you verify the accreditation status directly on the provider's website to ensure it meets your requirements.
Can this course be used for continuing education credits?
Many of the courses listed on our platform are suitable for professional continuing education. However, acceptance for credit varies by state and licensing board. Please confirm with your board and {course.provider} that this specific course qualifies.
How do I enroll in this online school program?
To enroll, click the 'ENROLL NOW' button on this page. You will be taken to the official page for 'Predictive Analytics Model for Term Deposit Investment' on the EDUCBA online class platform, where you can complete your registration.
