Understanding the Evolution of AI – Explore Its Origins and Development
Details to know
What you'll learn
Who It's For
What You’ll Achieve
Introduction & Learning Roadmap
Understanding the Evolution of AI Explore — Discover the fascinating journey of AI's evolution, from its origins to key breakthroughs, ideal for beginners eager
History
Technology
Artificial Intelligence
Skills you'll gain:
Dartmouth Workshop
John McCarthy
AI winter
Lighthill Report
expert systems
knowledge base
Alan Turing
Turing Test
symbolic AI
connectionism
Geoffrey Hinton
Yann LeCun
deep learning
ImageNet
natural language processing
transformers
generative AI
large language models
Introduction
This course provides a comprehensive overview of the history of Artificial Intelligence for beginners. In just a few hours, you will journey through the key eras of AI, meet the pioneers who laid its foundations, and discover the milestone innovations that led to the AI-powered world we live in today. No prior knowledge is required.
Learning Outline
Key Eras and Timeline of AI
The Dartmouth Workshop and the Birth of AI
The AI Winters
The Rise of Expert Systems
Pioneers and Core Theories
Alan Turing and the Turing Test
Symbolic AI vs. Connectionism
The Godfathers of Deep Learning
Milestone Innovations and Their Impact
Deep Learning and the ImageNet Revolution
Natural Language Processing and the Rise of Transformers