Practical AI Bootcamp for Business Professionals and Non-Coders

This certificate confirms that a student has completed a 5-week online Bootcamp "Practical AI Bootcamp for Business Professionals and Non-Coders" that was held from April 23rd to May 28th of 2022. It required at least 10 hours a week of self-paced learning in order to finish all the assignments to get yourself ready to attend mandatory review and presentation sessions with mentors and fellow students. Bootcamp Curriculum was the following: Warm-Up ： The Can and Cannot's of Machine Learning: Learn about the fundamental concepts of Machine Learning, how it works, its limitations, and its potential. How can Machine Learning be practically employed to make it work for you? Week 1： Computer Vision: Dive into Computer Vision, and learn about how machines are able to derive insights and make predictions from visual data. Build your own computer vision application, by gathering your own images and training your own model. Week 2： Tabular Data: Comprehend how AI and Machine Learning can be applied to Tabular Data such as sales, marketing, or customer data, learn how to deduce actionable insights for the future, and build your own classification or regression application. Week 3： Recommender Systems: Learn more about Recommender Systems, and understand how TikTok, Youtube, and Netflix are able to recommend your next favorite piece of content. Choose a dataset to build your own model to predict and recommend. Week 4: Natural Language Processing (NLP): Apply AI & Machine Learning to text, discover Language Models and go through how an AI model can generate, summarize, and classify text. Build your own NLP application to automatically generate movie reviews, or analyze sentiment. Week 5 ： Future AI project discussion & Graduation: Jump into a 1:1 mentorship session with our AI experts to define an AI project that solves a pain point in your organization, personal project, or life in general. Research, gather feedback, and pitch your project to the class. Successfully graduate from the Bootcamp and receive your AI certification. Mentor of the Bootcamp: James Cavanaugh https://www.linkedin.com/in/james-cavanagh-aa5420192/ Knectt Lendoye www.linkedin.com/in/knectt Bootcamp Format: Duration: 5 Weeks Class Size: 12 Students & 2 Mentors Weekly Structure: 10 hours of time investment per week. 4 hours of live sessions (2 live sessions per week, 2 hours each). 6 hours of self-learning & self-paced content to be prepared for live sessions. Teaching Methodology: Learn through building real AI systems, community learning with your classmates under the guidance of mentors, and simplified interactive programming suitable for no coders.