5-12 Weeks

Would you like to explore the complete process of developing cloud-native applications from inception to implementation? This course covers essential cloud concepts such as Cloud Native Applications and CNCF and their impact on cloud application developers. You'll delve into specific tools and techniques for building cloud-native apps. [...]

Learners will be introduced to the production and distribution of agricultural commodities and food products. Topics will cover the full range of the agriculture supply chain, from pre-farm to the consumer, to provide students with a better understanding and appreciation for where and how crops and livestock are produced, [...]

Learners in this course will examine global trade agreements -- including policies, barriers, and regulations -- of agricultural commodities, and discuss implications of world and economic disruptions on the food supply chain. Throughout this course, learners will also discuss issues of sustainability, technology, and the environment as it [...]

The "Regression Analysis" course equips students with the fundamental concepts of one of the most important supervised learning methods, regression. Participants will explore various regression techniques and learn how to evaluate them effectively. Additionally, students will gain expertise in advanced topics, including polynomial regression, regularization techniques (Ridge, Lasso, and [...]

The "Clustering Analysis" course introduces students to the fundamental concepts of unsupervised learning, focusing on clustering and dimension reduction techniques. Participants will explore various clustering methods, including partitioning, hierarchical, density-based, and grid-based clustering. Additionally, students will learn about Principal Component Analysis (PCA) for dimension reduction. Through interactive tutorials and [...]

Welcome to the course Ethics in Public Policy! This course will help you learn about the role that ethical, moral, and cultural principles play when lawmakers and public officials formulate and execute public policy.

The Sports Turf Management: Best Practices course will cover the construction, management, and challenges in maintaining athletic fields intended for football, soccer, and baseball. You will learn the fundamental management practices for maintaining athletic fields, such as fertilization, irrigation, mowing, and pest control. An overview of athletic field construction, [...]

The "Classification Analysis" course provides you with a comprehensive understanding of one of the fundamental supervised learning methods, classification. You will explore various classifiers, including KNN, decision tree, support vector machine, naive bayes, and logistic regression, and learn how to evaluate their performance. Through tutorials and engaging case studies, [...]

The "Data Wrangling Project" course provides students with an opportunity to apply the knowledge gained throughout the specialization in a real-life data wrangling project of their interest. Participants will follow the data wrangling pipeline step by step, from identifying data sources to processing and integrating data, to achieve a [...]

The "Data Analysis Project" course empowers students to apply their knowledge and skills gained in this specialization to conduct a real-life data analysis project of their interest. Participants will explore various directions in data analysis, including supervised and unsupervised learning, regression, clustering, dimension reduction, association rules, and outlier detection. [...]