Solve Business Problems with AI and Machine Learning

Instructor: Renée Cummings

Intermediate Level • 1 week at 10 hours a week • Flexible Schedule

What You'll Learn

  • Identify appropriate applications of AI and machine learning within a given business situation.
  • Formulate a machine learning approach to solve specific business problems.
  • Select appropriate tools to solve given machine learning problems.
  • Protect data privacy and promote ethical practices when developing and deploying AI and machine learning projects.

Skills You'll Gain

Business Ethics
Compliance Management
MLOps (Machine Learning Operations)
Machine Learning
Data Ethics
Solution Design
Project Implementation
Artificial Intelligence and Machine Learning (AI/ML)
Machine Learning Algorithms
Business Solutions
Applied Machine Learning
Artificial Intelligence
Data-Driven Decision-Making

Shareable Certificate

Earn a shareable certificate to add to your LinkedIn profile

Outcomes

  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate from CertNexus

There are 4 modules in this course

Deep learning, machine learning (ML), and other forms of artificial intelligence (AI) are on the rise. Organizations use these technologies to inform business decisions and guide operations—often with profound results. However, it can be challenging to identify which business problems are most amenable to these technologies. In this first module, you'll begin exploring AI and ML as solutions to these problems.

The second module in this course provides an overview of software and hardware tools that are commonly used to implement and/or support AI and machine learning techniques. Even if you won't end up trying every tool out there, it's important to be informed about your options so that you'll make better decisions when it comes time to select tools for your own environment.

As AI and machine learning have the potential to revolutionize business, so too will they bring significant changes to society and the individuals in that society. It's vital that anyone involved in developing such technologies, including practitioners, is prepared to handle the ethical risks that arise. In this module, you'll explore those ethical risks, as well as strategies for mitigating such risks.

You'll work on a project in which you'll apply your knowledge of the material in this course to practical scenarios.