This course covers modern machine learning theory and techniques that can be applied to make informed data-driven decisions. Instead of manually analyzing data, machine learning offers a more ...

This week, we will build our supervised machine learning foundation. Data cleaning and Exploratory Data Analysis (EDA) might not seem glamorous, but the process is vital for guiding your real-world ...

Use modern machine learning tools and python libraries. Explain how to deal with linearly-inseparable data. Compare logistic regression’s strengths and weaknesses. Explain what decision tree is & how ...

Introduction Time and again, Data Science has made its mark on human society. It is repeatedly making headlines in newspapers ...

The AI and Machine Learning major is one of two specialized majors in Purdue University’s 100% online Master of Science in Artificial Intelligence program. This major equips you with advanced ...

Machine learning (ML) transforms the design of heterogeneous catalysts, traditionally driven by trial and error due to the ...

As these platforms mature, we can expect to see increasingly sophisticated applications in fields such as healthcare, finance ...

These online resources offer additional content for instructors and/or students that support enhanced teaching and learning outcomes and can be accessed online or downloaded for offline reading.

These resources are currently locked and are provided as teaching aids to validated instructors only. Access to a digital or physical textbook does not automatically enable access to the instructor ...