Predictive Analytics

Dartmouth College via Swayam

Overview

Unlock the power of predictive analytics to steer your business towards success. With the evolving competitive landscape across various sectors, understanding and leveraging predictive analytics has become a cornerstone for high-performing companies. This comprehensive course, offered by Dartmouth College and provided through Swayam, is designed for both students and practitioners eager to deepen their grasp on predictive analytics.

Through this course, delve into the intricacies of predicting future events like customer churn, loan defaults, and stock market trends, which are critical for effective business management. Learn how to answer pivotal questions such as determining the right product prices, identifying customers at risk of loan default, and recommending products to existing customers using sophisticated models like multiple linear regression, logistic regression, ARIMA, decision trees, and neural networks.

This course not only helps understand the relationships among various variables but also how to exploit these relationships to make informed decisions. It's an ideal pathway for anyone looking to enrich their knowledge in predictive analytics and embark on a career in data analytics.

Key takeaways include:

Mastering the use of predictive analytics tools to tackle real-life business challenges.
Applying predictive analytics techniques in case-based scenarios for practical problem-solving.
Gaining proficiency in regression, logistic regression, and forecasting using popular software tools like MS Excel, SPSS, and SAS.

With a curriculum that covers Neural Networks, Business Intelligence, Predictive Analytics, Regression Analysis, and SPSS, this course is your gateway to becoming proficient in predictive analytics and adopting it as your competitive strategy. Sign up now to transform your business management approach and lead your company to success.