Not Your Grandmother's AI

Overview

Join us for "Not Your Grandmother's AI," an exciting exploration into the dynamic world of Artificial Intelligence. This session guides you through an easily digestible example that illustrates the entire AI journey, from recognizing a problem to implementing a cutting-edge solution.

Perfectly tailored for those looking to grasp the practical applications of AI in today's world, this presentation demystifies complex concepts and demonstrates real-world AI integrations.

Hosted on YouTube, this insightful talk is categorized under Artificial Intelligence Courses and Conference Talks, and is designed for anyone eager to see AI in action beyond traditional discussions.

Syllabus

• Introduction to AI Applications
Overview of AI in the Modern World
Comparison of Traditional and Contemporary AI Approaches
• Identifying Real-world Problems
Techniques for Problem Identification
Case Studies: Successful AI Problem-Solving
• Data Collection and Preparation
Types of Data: Structured vs. Unstructured
Data Cleaning and Preprocessing Techniques
• Selecting the Right AI Tools and Techniques
Machine Learning vs. Rule-based Systems
Overview of Popular AI Frameworks and Libraries
• Designing AI Solutions
Conceptualizing the AI Pipeline
Collaborating with Stakeholders for Requirement Gathering
• Model Development and Testing
Basics of Model Training and Evaluation
Experimentation with Model Variants
• Deployment of AI Solutions
Overview of Deployment Environments: Cloud vs. Edge
Monitoring and Maintaining Deployed Systems
• Ethical and Social Considerations
Bias and Fairness in AI
Regulatory and Compliance Issues
• Future Trends in AI
Emerging AI Technologies and Their Potential Impact
Preparing for the Evolving AI Landscape
• Course Project
Guided Project: From Problem to Solution
Presentations and Peer Review Sessions

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Subjects

Conference Talks