101 Intro to AI and Machine Learning: Your First Course

Master AI fundamentals, machine learning, neural networks, and LLMs in this beginner-friendly comprehensive course.

What you'll learn

• Learn what AI is, why AI matters, and debunk myths about AI
• Learn about different types of AI
• Explain how AI systems learn
• Learn how different types of AI are designed, created, and trained
• Learn about the hardware that AIs run on
• Learn about some of the many industries and careers related to AI
• Learn about recommended more advanced training

Requirements

No prior experience needed. This course is designed to build a solid foundation for anyone new to AI

Description

Demystify the world of Artificial Intelligence in this comprehensive introductory course designed for beginners and professionals alike. Whether you're a business leader seeking to understand AI's impact on your industry, a student contemplating a career in technology, or simply curious about how AI is reshaping our world, this course provides the perfect foundation for understanding AI beyond the headlines.

Led by instructor Gregory Pharr, this course breaks down complex AI concepts into digestible, easy-to-understand modules using plain English and real-world examples. You'll progress through seven carefully structured sections, starting with fundamental concepts and gradually advancing to modern AI applications and career opportunities.

Throughout the course, you'll gain:

• A clear understanding of AI and machine learning fundamentals
• Insights into different types of learning approaches (supervised, unsupervised, and reinforcement learning)
• Knowledge of core technologies including neural networks and deep learning
• Comprehensive coverage of modern AI applications like Large Language Models, Computer Vision, and Natural Language Processing, and applications like ChatGPT
• Understanding of AI infrastructure, data centers, and computing requirements
• Exploration of various AI career paths, both technical and supporting roles
• Real-world applications across industries including agriculture, manufacturing, and government sectors

What sets this course apart is its accessibility. Technical concepts are explained using simple analogies and practical examples, making complex ideas approachable for everyone. Each lecture is concise and focused on a single concept, allowing you to build your knowledge systematically.

By the end of this course, you'll be equipped with the knowledge to:

• Understand and discuss AI-related topics with confidence
• Evaluate AI's potential impact on your industry or career
• Make informed decisions about pursuing further specialized training in AI
• Navigate the rapidly evolving landscape of AI technologies and applications

Whether you're looking to pivot your career, enhance your professional knowledge, or simply understand the technology that's shaping our future, this course provides the comprehensive foundation you need. Join us on this journey into the fascinating world of artificial intelligence, where complex concepts become clear, and the future becomes more accessible.

Who this course is for:

This course is intended to anyone that simply wants to learn what AI is, how they're created, how they're used, and the basics of the technology. Even if you just want to prepare to use AI, this course will help you understand what they are, and are not. It will also give you a solid foundation on which to take more advanced training, and to help decide which direction you want to go.