Artificial Intelligence Courses and Certifications

Data Science Festival

Society 5.0 - Assuring Privacy, Ethics, and Trustworthiness in an AI-Driven World

Explore privacy, ethics, and trustworthiness in Society 5.0's AI-driven world. Learn how data scientists can lead in creating a balanced, human-centered digital future.

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

Data Science Festival

Detecting and Mitigating Bias in Natural Language Processing

Explore sources of bias in large language models and learn techniques for measuring and mitigating undesirable behaviors in NLP and transfer learning applications.

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

Center for Language & Speech Processing(CLSP), JHU

Generic Knowledge: Acquisition and Representation

Explore AI approaches to acquiring general world knowledge for language understanding and commonsense reasoning, including text-based methods and challenges in formalizing generalities.

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

APS Physics

AI and Neuroengineering - Virtual Webinar Series

Explore the intersection of AI and neuroengineering in this virtual webinar featuring insights from speaker Xiaoxiao Sun.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Simons Institute

The Enigma of LLMs: Creativity, Compositionality, Pluralism, and Paradoxes

Explore the complexities of large language models, delving into creativity, compositionality, pluralism, and paradoxes. Gain insights into the ongoing research challenges and the importance of developing a comprehensive "Science of LLMs".

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

The Aspen Institute

Delivering on the Promise of AI for Low-Income Families

Explore the impact of AI on low-income families with leading innovators, examining challenges, opportunities, and potential for positive change in economic well-being.

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

World Economic Forum

What's Next for Data-Driven Medicine and AI-Powered Innovation - Insights from insitro CEO

Explore AI's impact on drug discovery and targeted treatments with insitro CEO Daphne Koller. Gain insights into data challenges, company culture, and the future of AI-powered innovation in medicine.

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

World Economic Forum

Keeping AI on Track: Managing Trade-offs in AI Adoption

Explore the societal and industrial trade-offs of AI adoption, from gene editing to healthcare, in this thought-provoking discussion on managing AI's progress.

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

USC Information Sciences Institute

Why Are Human Laws So Difficult for AI to Follow?

Explore the challenges AI faces in interpreting human laws and regulations. Gain insights into open-texturedness and its impact on normative rule systems for agent-level AI development.

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

Conf42

AI for Dialysis Healthcare: Optimizing Response and Reducing Failures

Explore AI's role in optimizing dialysis healthcare, from predictive analytics to real-time monitoring. Learn about implementation strategies, ethical considerations, and future trends in this critical medical field.

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

Conf42

Debugging AI: Strategies for Upcoming Talents

Gain insights into AI debugging strategies, from practical tips to handling complex models. Learn about data privacy, continuous monitoring, and effective techniques for junior engineers in ML systems.

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

Conf42

The Impact of AI and ML on Claims Processing and Behavior Analysis

Explore how AI and ML revolutionize claims processing and behavior analysis in insurance, enhancing efficiency and customer satisfaction through real-world case studies and adoption strategies.

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

Conf42

Transforming Software Development with Intelligent Automation

Explore the transformative impact of AI-driven automation on software development, focusing on code review and quality assurance. Gain insights into benefits, real-world applications, challenges, and future trends in intelligent automation.

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

AssemblyAI

Building Community, Open Source, and Navigating the AI Industry - Insights from Replicate CEO

Dive into Replicate's journey in building an open-source AI community. Gain insights on founding challenges, early use cases, impact of open-source LLMs, successful products, and lessons learned in the rapidly evolving AI landscape.

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

Anyscale

How Rad AI is Revolutionizing Radiology with Ray - Ray Summit 2024

Explore Rad AI's innovative use of Generative AI in radiology, including specialized LLMs and Ray-based infrastructure for improved healthcare workflows and patient care.

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