Follow the data pipeline, learn to use Python to extract, and transform data from a variety of sources via guided lectures and labs. In this hands-on, case study-based course, students will learn data collection, integration, understanding as well as data visualization, data processing, and how to apply it all to a project.

Unlock the Potential of AI with this Prompt Engineering Course. At its base, prompt engineering involves the artful crafting and refinement of AI prompts. It's the gateway to harnessing the potential of large language models, allowing you to bring innovative ideas to life. In this course students learn how to use Artificial intelligence (AI) tools in a business setting to generate text and images that are unique, high quality, and cost effective. Learn how to tell AI tools what you want in the right ways through prompt engineering.

Artificial intelligence has emerged as a solution for building smarter and safer security systems that allow you to predict and detect suspicious network activity, such as phishing or unauthorized intrusions. In this course, students learn how AI/ML approaches and models can be used to detect potential attacks and protect corporate systems. Topics include the role of machine learning and neural networks, as well as how to apply AI capabilities and strategies across a variety of applications, including spam filters, network intrusion detection, botnet detection, and secure authentication.

In this hands-on, case study-based course, students learn to use data analysis, Machine Learning, and Neural networks. More specifically, students learn classification, regression, ensemble methods, clustering, dimension reduction, and how to apply all of these tools and skills to decision making and a successful project.

This course will teach students who are new or unfamiliar with Microsoft Copilot how to use it effectively in common situations. The course focuses on Copilot for Microsoft 365, using the AI in applications like Word, PowerPoint, Excel, Outlook, OneNote and Teams. It also covers other popular Copilot experiences found in Windows 11, Edge and the copilot website. For those who use the Power Platform, we also explore how to use Copilot in Power Apps, Power Automate, Power BI and Power Pages. We examine Copilot Studio, as service for creating chat experiences and AI builder which can be used to create an AI. Through this course, we will help you understand and use Copilot, enhancing your productivity, help you generate new ideas and review your work.

Artificial intelligence (AI) and machine learning (ML) have become essential parts of the toolset for many organizations. When used effectively, these tools provide actionable insights that drive critical decisions and enable organizations to create exciting, new, and innovative products and services. This course shows you how to apply various approaches and algorithms to solve business problems through AI and ML, all while following a methodical workflow for developing data-driven solutions.

For a business to thrive in our data-driven world, it must treat data as one of its most important assets. Data is crucial for understanding where the business is and where it's headed. Not only can data reveal insights, it can also inform—by guiding decisions and influencing day-to-day operations. This calls for a robust workforce of professionals who can analyze, understand, manipulate, and present data within an effective and repeatable process framework. In other words, the business world needs data science practitioners. This course will enable you to bring value to the business by putting data science concepts into practice.