Artificial Intelligence Courses and Certifications

Snorkel AI

The Essentials of Evaluating LLM Systems

Master practical techniques for evaluating LLM systems, from defining criteria and selecting evaluators to implementing heuristic models and conducting nuanced assessments for enterprise AI applications.

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

AutoML Seminars

The AI Scientist - Towards Fully Automated Open-Ended Scientific Discovery

Explore groundbreaking research on autonomous AI systems capable of conducting end-to-end scientific discovery, from generating ideas to writing papers and performing peer reviews in machine learning.

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

IIIA Hub

Humans and AI: Understanding LLM Impact on Human Decision Making

Explore the synergistic potential between humans and LLMs in decision-making tasks, examining active learning, ML fairness, and collaborative approaches to AI implementation.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

IIIA Hub

Research in AI, IR and NLP Interconnections - Applications in Law, Health and Scientometrics

Explore cutting-edge research at UFMG Brazil combining AI, Information Retrieval, and NLP, with applications in law, health, and scientometrics through diverse machine learning techniques.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

MEPTEC

Finding the Needle in the Haystack - On the Use of AI in Defect Analysis

Explore how artificial intelligence revolutionizes semiconductor defect analysis, enhancing detection accuracy and streamlining quality control processes in manufacturing.

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

MEPTEC

Implementing Real-time AI in High Volume Test

Discover practical strategies for implementing AI solutions in high-volume semiconductor testing environments, focusing on real-time applications and efficiency optimization.

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

Open Compute Project

Open Ecosystems in the Era of AI - Building Collaborative Infrastructure for Machine Learning

Explore how Google navigates AI infrastructure challenges through collaborative approaches to power delivery, cooling, security, and sustainability in modern computing ecosystems.

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

Centre for Networked Intelligence, IISc

Between Promise and Reality - Navigating the Landscape of Indic Language LLMs Amidst Hyperbole and Hope

Explore the current state, challenges, and real-world implications of Indic language LLMs, separating ambitious claims from actual achievements in linguistic AI development.

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

UofU Data Science

Challenges in Fostering Trust and Distrust in AI Systems

Explore key challenges in AI trust development, from benchmark construction and evaluation methods to data quality issues and human trust factors in artificial intelligence systems.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

AI Doctoral Academy

AI for Mental Health - Lecture 33

Explore how artificial intelligence technologies can revolutionize mental health assessment, diagnosis, and treatment through cutting-edge research and practical applications.

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

AI Doctoral Academy

AI, Large Language Models and University Education

Explore the impact of AI and large language models on university education through expert insights from Prof. Ioannis Pitas in this thought-provoking lecture.

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

AI Doctoral Academy

Large Language Models - Are They All You Need?

Explore the capabilities, limitations, and future potential of Large Language Models through expert insights into their architecture, applications, and impact on AI development.

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

Eclipse Foundation

Applied AI with Eclipse Graphene - Building Reusable AI Modules and Pipelines

Discover how to build reusable AI modules using Docker containers and protobuf interfaces with Eclipse Graphene, featuring practical examples and insights into AI pipeline development.

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

DevSecCon

Accelerating AI Development - Industry Convergence, Metrics, and Best Practices

Explore industry convergence in AI development, focusing on Google's insights into quality metrics, user experience patterns, and practical strategies for successful AI system implementation.

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

DevSecCon

Streamlined AI Impact Assessments for Supply Chain Security - Best Practices

Discover practical strategies for conducting AI impact assessments in supply chain security, focusing on governance, privacy compliance, and vendor due diligence processes.

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