5-12 Weeks

This course explores different time series business forecasting methods. The course covers a variety of business forecasting methods for different types of components present in time series data — level, trending, and seasonal. We will learn about the theoretical methods and apply these methods to business data using Microsoft [...]

This course introduces statistical inference, sampling distributions, and confidence intervals. Students will learn how to define and construct good estimators, method of moments estimation, maximum likelihood estimation, and methods of constructing confidence intervals that will extend to more general settings. [...]

In this Network Security Fundamentals course you will gain an understanding of the fundamental tenants of network security and review the general concepts involved in maintaining a secure network computing environment. Upon successful completion of this course you will be able to describe general network security concepts and implement [...]

In this Cloud Security Fundamentals course you will learn basic principles associated with securing the cloud and SaaS-based applications through Secure Access Service Edge architecture and identify concepts required to recognize and potentially mitigate attacks against traditional and hybrid datacenters as well as mission critical [...]

The Windows OS Forensics course covers windows file systems, Fat32, ExFat, and NTFS. You will learn how these systems store data, what happens when a file gets written to disc, what happens when a file gets deleted from disc, and how to recover deleted files. You will also learn [...]

Creative Artifacts is about expanding the definition of creativity, from multidisciplinary perspectives such as computer science, psychology and artistic practices, into domains like personal artistic practices, corporate innovations, and urban policies. You will look at renowned artists who use the latest machine learning techniques in a compelling way to [...]

Natural Creativity is about looking into the many theories behind creativity, examining studies, and exploring the latest machine learning techniques. You will experiment with artistic tools that are powered by the latest machine learning techniques and conduct a full iteration of design thinking research that can be applied in [...]

In the Digital Forensics Concepts course, you will learn about legal considerations applicable to computer forensics and how to identify, collect and preserve digital evidence. This course dives into the scientific principles relating to digital forensics and gives you a close look at on-scene triaging, keyword lists, grep, file [...]

Artificial Creativity is about exploring the emerging field of artificial intelligence (A.I.) from a design perspective with the intent to bring those with a programming background and more “traditional” creatives together. In this course, you will look back at the history and theories behind today's A.I., analyze the unorthodox [...]

The Windows Registry Forensics course shows you how to examine the live registry, the location of the registry files on the forensic image, and how to extract files.