One of the most important applications of AI in engineering is classification and regression using machine learning. After taking this course, students will have a clear understanding of essential concepts in machine learning, and be able to fluently use popular machine learning techniques in science and engineering problems via MATLAB. Among the many machine learning … [Read more...] about Machine Learning and its Applications
Data Science
Certified Six Sigma Yellow Belt Training
This course begins with an ice-breaker story and explores the differences between Kaizen, Lean, and Six Sigma, followed by an understanding of the DMAIC Roadmap and the role of a Six Sigma Yellow Belt individual. You'll delve into the Define phase, capturing the voice of the customer, distinguishing needs from wants, and translating voices to requirements. In the Measure … [Read more...] about Certified Six Sigma Yellow Belt Training
Python for Data Visualization and Analysis
This course offers a hands-on introduction to data visualization and exploratory data analysis (EDA) using Python's most popular libraries. You'll dive deep into creating stunning visuals with Matplotlib and Seaborn, building interactive charts and dashboards with Plotly, and conducting EDA on complex datasets through advanced graphical methods. Explore how to present data … [Read more...] about Python for Data Visualization and Analysis
Data science perspectives on pandemic management
The COVID-19 pandemic is one of the first world-wide scenarios where data made a difference in capturing and analyzing the diffusion and impact of the disease. We offer an introductory course for decision makers, policy makers, public bodies, NGOs, and private organizations about methods, tools, and experiences on the use of data for managing current and future pandemic … [Read more...] about Data science perspectives on pandemic management
Data Visualization in Stata
Data visualization is a crucial skill in the realm of data analysis, and this course is designed to elevate your proficiency with Stata, a powerful statistical software. Beginning with an introduction to continuous and discrete data, the course progresses through a series of detailed modules, each focusing on specific types of plots. You’ll explore the nuances of creating and … [Read more...] about Data Visualization in Stata
