Data and AI Fundamentals

Course Description

"Data and AI Fundamentals" is an exciting introductory course designed to immerse you in the revolutionary world of Artificial Intelligence. This comprehensive program offers a pragmatic overview of AI fundamentals, catering to both technical and non-technical audiences. As AI continues to reshape industries and drive innovation, this course serves as your gateway to understanding its potential and applications across various sectors.

What Students Will Learn

• Differentiate between various AI technologies, including machine learning and natural language processing (NLP)
• Identify and analyze AI use cases across multiple industries
• Explore potential AI career opportunities in the rapidly evolving job market
• Navigate and utilize the extensive range of Linux Foundation AI & Data open source projects and tools
• Develop the ability to choose suitable AI techniques based on specific business needs
• Gain insights into leveraging existing AI projects and tools from the LF AI & Data ecosystem

Prerequisites

This course is designed for beginners, and there are no specific prerequisites. It is accessible to both technical and non-technical audiences, making it ideal for professionals and students from diverse backgrounds.

Course Content

• Introduction to Artificial Intelligence
• Machine Learning fundamentals
• Natural Language Processing (NLP) basics
• AI applications across various industries
• AI career opportunities and skill requirements
• Linux Foundation AI & Data open source projects and tools
• AI use case analysis and implementation strategies
• Data-driven decision making in business contexts
• AI's role in innovation and automation
• Ethical considerations in AI development and deployment

Who This Course is For

• Professionals seeking to expand their AI knowledge
• Company executives and hiring managers
• Product managers and innovation leaders
• Developers looking to broaden their skill set
• Students exploring career opportunities in AI
• Industry professionals from finance, supply chain, manufacturing, and other sectors
• Anyone interested in understanding AI's impact on business and society

Real-World Applications

• Identifying AI-driven solutions for business challenges
• Improving decision-making processes through data-driven insights
• Enhancing product development with AI integration
• Streamlining operations and increasing efficiency in various industries
• Exploring new career opportunities in the growing field of AI
• Collaborating effectively with AI specialists and data scientists
• Evaluating and implementing AI tools and projects for organizational needs
• Contributing to AI-driven innovation initiatives within companies

Syllabus

1. Welcome!
2. Chapter 1: Introduction to Artificial Intelligence
3. Chapter 2: Related AI Topics
4. Chapter 3: LF AI & Data Foundation
5. Final Exam (Verified Certificate track only)