Artificial Intelligence Courses and Certifications

Career Certificate

IBM Generative AI Engineering

99474 ratings at Coursera

Master generative AI engineering through hands-on projects using Python, transformers, and LLMs. Build real-world applications with BERT, GPT, and LangChain while learning essential skills in NLP, machine learning, and deep learning.

• Coursera
• 24 weeks, 6 hours/week
• Self-Paced
• Paid Course
• 16 courses

Computing, Life, and Intelligence

Delve into the connections between theoretical biology and computer science, exploring how digital life evolves through symbiogenesis rather than Darwinian evolution, with implications for understanding both biological evolution and artificial intelligen…

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

Scaling AI the Human Way - Building Machines That Understand the World

Explore innovative approaches to AI development, focusing on human-like understanding and reasoning to create more intelligent and adaptable machines for real-world applications.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

What Do Our Machines Dream Of? Understanding Language Models and Their Reasoning Capabilities

Explore the fascinating world of AI language models, their capabilities, limitations, and potential for reasoning through experiments and demonstrations.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Human-AI Collaboration

Explore the potential of human-AI collaboration and its impact on various fields, examining the synergies and challenges in this emerging technological frontier.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Are Foundation Models Castles in the Air?

Explore the trustworthiness and effectiveness of foundation models in AI with Stanford professor Percy Liang, examining their potential and limitations for human-computer interaction and continuous learning.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Reckoning and Judgment: The Promise of AI

Explore the distinction between AI's calculative "reckoning" and human "judgment," examining the potential and limitations of machine intelligence in ethical decision-making.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Smart Machines and What They Can Still Learn from People

Cognitive scientist Gary Marcus explores AI's progress, challenges, and potential lessons from human cognition, offering insights into the future of machine intelligence.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Emergent Analogical Reasoning in Large Language Models

Explore the fascinating emergence of analogical reasoning in large language models, uncovering insights into AI's cognitive capabilities and potential future developments.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

Prediction, Explanation, and Control - From AI to Human Mind

Explore the connections between AI and human cognition, focusing on prediction, explanation, and control mechanisms in both artificial and biological intelligence systems.

• YouTube
• 57 minutes
• Self-Paced
• Free Video

Nature of Intelligence - What is Intelligence? - Episode 1

Explore the concept of intelligence, comparing human and machine cognition, and discuss AI's potential impact on society with experts John Krakauer and Alison Gopnik.

• YouTube
• 43 minutes
• Self-Paced
• Free Video

Transmission Versus Truth - What Will It Take to Make an AI as Smart as a 4-Year-Old?

Explore how human developmental stages—childhood exploration, adult exploitation, and elder transmission—offer insights for creating AI systems with multiple intelligences rather than general intelligence.

• YouTube
• 1 hour 27 minutes
• Self-Paced
• Free Video

Whom Do We Trust? How AI Is (Re)Shaping Our Interactions Today

Explore how artificial intelligence transforms trust dynamics and reshapes human interactions in our digital age with expert insights from Gillian Tett.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video

Capturing Intelligence at the Level of Thought - Deep Learning and Language Models

Explore deep learning, language models, and AI alignment challenges in this talk on capturing intelligence at the thought level, offering insights into the future of AI research.

• YouTube
• 1 hour 31 minutes
• Self-Paced
• Free Video

Building Human-Like Artificial Agents

Explore the development of AI agents that mimic human behavior and cognition, delving into cutting-edge research and potential implications for the future of artificial intelligence.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video