IBM SkillsBuild: Build a Simple Image Classifier

The objective of this project is to: Create a basic AI model that classifies images and can be used by my business (e.g., handwritten digits or fruit). Desired outcomes by the end of the project: Describe machine learning algorithms and models Explain the purpose of IBM Watson Studio Describe the key features and benefits of IBM Watson Studio Set up a machine learning project in IBM Watson Studio Create a Cloud Object Storage resource Import a data set into IBM Watson Studio Build an AI model using AutoAI in IBM Watson Studio Run a prediction experiment for an AI model Explain the confusion matrix Save a model as a Jupyter Notebook Download a notebook in Jupyter Notebook (.ipynb) format Recommended IBM SkillsBuild course: Run AI Models with IBM Watson Studio

Ecommerce Platform User Experience Analysis

myAIpathway Inc. seeks to enhance the user experience of its ecommerce platform by conducting a comprehensive user testing project. The primary goal is to identify usability issues and gather insights into user behavior and preferences. This project will enable learners to apply their knowledge of user experience design and analysis, focusing on real-world ecommerce challenges. The tasks involve designing and conducting user tests, collecting and analyzing data, and identifying key areas for improvement. The project is structured to be completed within 80 hours by a team of learners specializing in user experience or digital marketing. By the end of the project, learners will have gained practical experience in user testing methodologies and data-driven decision-making.

Custom CRM and Lead Tracking Tool Development

myAIpathway Inc. seeks to enhance its operational efficiency by developing a custom Customer Relationship Management (CRM) and lead tracking tool. The goal of this project is to streamline the management of client interactions, improve lead tracking, and facilitate internal project management related to content and product feature development. The current systems in place are fragmented and do not provide a cohesive view of client interactions and project progress. By creating a unified tool, myAIpathway Inc. aims to improve communication, reduce redundancy, and enhance decision-making processes. The project will involve designing a user-friendly interface, integrating existing data, and ensuring the tool can be easily updated as the company grows. This project provides an opportunity for learners to apply their knowledge of software development, user experience design, and data integration. This tool will be expected to be part of the FRED Marketplace suite of applications that can be made available to premium subscribers.

FRED Mobile Marketplace App Development

The goal of this project is to develop a mobile application for FRED, a web-based marketplace that connects farmers and producers of culturally preferred foods with local consumers. The app aims to facilitate transactions within a 75km radius, supporting Canada's zero-emission goals by promoting local sourcing and reducing transportation emissions. The project will involve translating the existing web functionalities into a mobile-friendly interface, ensuring seamless user experience and accessibility. Key features will include user registration, product browsing, order placement, and secure payment processing. The app will also provide location-based services to ensure compliance with the 75km distance requirement. This project offers learners the opportunity to apply their knowledge of mobile app development, user interface design, and integration with existing web services.