Dedicated capstone projects provide an excellent opportunity for students to build strong connections with each other and cultivate a culture of collective learning. When students work together closely on a…
Moodle – Moodle is one of the most widely used open-source LMS platforms in the world. It has been around since 2002 and there is an active community of developers…
Sentiment analysis of customer reviews – Build a machine learning model that can analyze large volumes of customer reviews and determine if the sentiment of each review is positive, negative…
Machine learning models require massive amounts of high-quality data to learn complex patterns and generalize to new examples. Collecting and curating large labeled datasets is a significant challenge, especially for…
Medical Imaging and Diagnosis Machine learning is revolutionizing how medical images like X-rays, MRI/CT scans are analyzed for diagnostics. Deep learning algorithms can be trained on vast amounts of medical…
Capstone projects are a culminating experience for students, usually graduating seniors, that allows them to apply the knowledge and skills gained throughout their academic program. As an authentic assessment tool,…
There are several key ethical concerns surrounding the development and application of machine learning technologies that deserve thoughtful consideration and strategies to help minimize potential harms. While machine learning has…
One of the most important skills required is proficiency in a programming language like Python or R. Both Python and R have excellent free online tutorials that would be great…
Kaggle: Kaggle is one of the most popular sites for finding open datasets. It contains datasets across a wide range of domains that are well suited for machine learning problems.…
Deep learning approaches like CNNs and RNNs are well-suited for this problem because they are designed to automatically learn complex patterns and hierarchical representations from large amounts of raw data…
Alma Torres 
Andrew Stroud