AI & Algorithmic Bias
Course Introduction
This vendor-neutral, hands-on course demystifies Artificial Intelligence and Machine Learning for non-programmers and decision-makers. You’ll learn exactly how AI systems turn data into predictions or content, what they’re good at (and not), and how to select the right no-code tool for a given business problem. Without writing code, participants practice the full lightweight ML lifecycle—scoping a use case, preparing data in spreadsheets, training baseline models with AutoML GUIs, interpreting results, and packaging outputs for stakeholders—while applying essential safeguards around privacy, bias, and accuracy.
Grounded in real workplace scenarios, the course moves from concepts to action: identifying quick-win use cases, creating prompt templates for everyday tasks (summaries, briefings, checklists), and building simple dashboards and predictive models using drag-and-drop interfaces. You’ll learn how to read metrics (accuracy vs. precision/recall), choose operating thresholds that reflect business risk, and design “human-in-the-loop” reviews so AI enhances—not replaces—expert judgment. Throughout, we emphasize responsible use, data governance, and clear documentation so your outputs are explainable, auditable, and on-brand.
Learning Objectives
By the end of the course, participants will be able to:
Explain core AI/ML concepts and select appropriate use cases.
Prepare and assess datasets at a high level and avoid common pitfalls.
Build and compare simple models using AutoML/no-code tools and interpret results.
Read evaluation metrics to choose operating thresholds aligned with business goals.
Integrate AI assistants into daily workflows for summarization, drafting, and analysis.
Apply governance checklists to protect data, reduce bias, and ensure auditability.
Who Should Attend
Managers, analysts, and coordinators seeking practical AI literacy.
Operations, quality, HR, finance, marketing, and customer-service teams.
Product/Project owners evaluating AI opportunities and vendor solutions.
Educators and administrators introducing AI skills across functions.
Course Details:
Instructor
Unknown
Lesson Duration
1 Days (8Hours)
Lessons
3
Language
English
Certifications
Digital, Physical
