The University of Tennessee, Knoxville Data Science Certificate Courses

The big data revolution is underway. Are you ready to embrace the machine learning innovations that can lead your company to the top? Machine Learning Foundations and Frameworks provides essential grounding in the tools and techniques that comprise the field of machine learning. You will discuss the benefits and limitations of machine learning when compared to traditional statistics; illustrate supervised, unsupervised and reinforcement learning; develop research plans for classification and regression; interpret research results from machine learning; and recommend deep learning methods for intelligent systems.

Even if you have an idea for a machine learning solution that could transform your company, implementing it is a whole different challenge. Machine Learning and Industry trains you to transform your organization by embracing the data engineering and machine learning strategies that are driving innovation today. You will learn to develop life cycles for managing projects utilizing machine learning and identify technologies and design architectures for implementing machine learning and intelligence effectively in any industry or organization.

This is your chance to learn from the successes and failures of others to build your machine learning skillset. Rooted in real cases, this course provides an opportunity for you to explore the details of applying machine learning in an organization with the guidance of an expert. You will learn how to evaluate machine learning applications in business and gain the confidence to utilize complex machine learning situations such as Turing Tests, robotic process automation, knowledge-based systems and recursive neural networks.