Artificial Intelligence & Machine Learning Application

Our company is a platform for creating data products enabled by AI, and we want to leverage the latest technology to gain market advantage. Applications of this technology to build data products include recommendation algorithms, predictive analytics like lifetime values, fraud detections, cyber security analytics and classifications. We would like to collaborate with students to apply the latest artificial intelligence (AI) and machine learning (ML) techniques to our existing dataset. Students will develop an AI / ML model related to any of the aforementioned applications. This will involve several different steps for the students, including: Conducting background research for specific problem domains (Will provide at the beginning of project) Analyzing the dataset (identify data requirements) Researching the latest AI / ML techniques and how they could be applied to our data. Developing an AI / ML model that provides unique outcomes or insights into our data. Providing multiple solutions that can be applied to solve the same problem. (Key is to build a "deployable" solution

Apple and Grape Detection Web App Enhancement

Cropmind Inc. is seeking to enhance its existing web application designed for detecting and analyzing apple and grape crops. The current solution requires updates to align with newly gathered business requirements, which aim to improve the accuracy and efficiency of crop detection and analytics. The project involves refining the detection algorithms, enhancing the user interface for better usability, and integrating new data analytics features to provide more insightful reports. The goal is to ensure that the updated application meets the latest industry standards and user expectations, thereby offering a more robust tool for farmers and agricultural professionals. This project provides an opportunity for learners to apply their knowledge in web development, data analytics, and user experience design.

UX/UI Redesign Web App: User Access Experience

The objective of this project is to: Redesign UI/UX of an existing web app MVP prototype's user access experience. This phase focuses on enhancing user access control, like account creation, login, logout& account recovery, with security and peace of mind for our users. Apply standard security protocols and user insights into an interactive, user-centred web experience that can be tested with real users and stakeholders. Desired outcomes by the end of the project: Explain user experience (UX) writing and best practices for effective UX writing Define information architecture (IA) and its purpose in the UX design process Describe a sitemap and the steps to create it Explain a wireframe and its purpose Describe the fidelities of wireframes Describe user interface (UI) design and its key principles Identify the goals and best practices to ensure accessibility for digital products Explain the chosen technique of prototyping Describe the importance of prototyping in UX design Review an example UX design case study to make conclusions about creating UI design and prototypes Recommended IBM SkillsBuild course(s): UX Design Fundamentals: Wireframing and protyping UX Design Fundamentals: Conducting Usability tests and Gathering Feedback UX Design Fundamentals: Working Collaboratively with Teams on UX Design UX Design Fundamentals: Your Future in UX Design, The Job Landscape