This course introduces basic time series analysis and forecasting methods. Topics include stationary processes, ARMA models, modeling and forecasting using ARMA models, nonstationary and seasonal time series models, state-space models, and forecasting techniques. By the end of this course, students will be able to: - Describe important time series models and their applications … [Read more...] about Introduction to Time Series
Data Science
Business Intelligence with Databricks
Welcome to the Introduction to Business Intelligence with Databricks course. This short course provides a introduction to business intelligence (BI) and the powerful Databricks platform. In today's data-driven business landscape, understanding BI and utilizing cutting-edge tools like Databricks is essential for optimizing decision-making processes and gaining valuable … [Read more...] about Business Intelligence with Databricks
Machine Learning Essentials
Use statistical learning techniques like linear regression and classification to solve common machine learning problems. Complete short coding assignments in Python. … [Read more...] about Machine Learning Essentials
Data Augmented Technology Assisted Medical Decision Making
Artificial intelligence (AI) and machine learning (ML) have the potential to increase diagnostic accuracy, decrease diagnostic errors, and improve patient outcomes. The Data Augmented, Technology Assisted Medical Decision Making (DATA-MD) course will teach you how to use AI to augment your diagnostic decision-making. The National Academy of Medicine (NAM) recommends ensuring … [Read more...] about Data Augmented Technology Assisted Medical Decision Making
Google AI Essentials
Google AI Essentials is a self-paced course designed to help people across roles and industries get essential AI skills to boost their productivity, zero experience required. The course is taught by AI experts at Google who are working to make the technology helpful for everyone. In under 10 hours, they’ll do more than teach you about AI — they’ll show you how to actually use … [Read more...] about Google AI Essentials
