All current Informatica courses in 2024
3169 Cursussen
Spontaneous Kolmogorov-Arnold Geometry in Vanilla Fully-Connected Neural Networks
Explore how Kolmogorov-Arnold geometry spontaneously emerges in standard neural networks through training, revealing distinctive geometric patterns in shallow MLPs.
YouTube
Free Video
49 minutes
On-Demand
On Minds - Reflections of a Cognitive Architect
Explore decades of cognitive architecture research through reflections on minds, intelligence, and the technologies underlying artificial and natural cognitive systems.
YouTube
Free Video
1 hour
On-Demand
From Smart to Brilliant - Advanced AI Architectures
Explore advanced AI architectures with multi-modal interactions, edge personalization, and federated learning for consumer electronics on AWS.
YouTube
Free Video
1 hour
On-Demand
The Bitter Lesson Machine - AI Video Automation
Discover how to build an AI video automation machine that applies the "bitter lesson" principle to streamline content creation workflows.
YouTube
Free Video
10 minutes
On-Demand
Self-Supervised Learning, JEPA, World Models, and the Future of AI
Discover cutting-edge AI concepts including self-supervised learning, JEPA architecture, and world models from renowned expert Yann LeCun in this Harvard lecture.
YouTube
Free Video
1 hour 9 minutes
On-Demand
FrontierMath to Infinity - Mathematical Problem Solving Benchmark and AI Trajectory
Explore FrontierMath benchmark design and AI's mathematical problem-solving trajectory, plus speculation on perfectly efficient mathematical intelligence capabilities.
YouTube
Free Video
1 hour 5 minutes
On-Demand
Ricci Flow as a Test for AI
Explore how Ricci flow from differential geometry can serve as a challenging benchmark for testing artificial intelligence capabilities in advanced mathematics.
YouTube
Free Video
1 hour
On-Demand
Math for AI and AI for Math - Geometric and Symbolic Perspectives
Explore the geometric foundations of machine learning and discover how AI can advance pure mathematics through abstraction, decomposition, and formalization insights.
YouTube
Free Video
39 minutes
On-Demand
Beyond Chatbots - How to Build Agentic AI Systems with Google Gemini
Discover how to build dynamic AI agents with Google Gemini that go beyond chatbots, featuring autonomous reasoning, tool integration, and multi-step problem-solving capabilities.
YouTube
Free Video
27 minutes
On-Demand
Underwriting Assist - A Multi Agent System for Insurance Underwriting
Discover how LangChain and Ray power a multi-agent system that accelerates insurance underwriting 3x while reducing manual errors by 40% through RAG and LLM-based agents.
YouTube
Free Video
33 minutes
On-Demand
What Makes a Foundation Model in Health and Medicine?
Discover what defines effective foundation models in healthcare and medicine through clinical evaluation frameworks and multimodal data challenges.
YouTube
Free Video
30 minutes
On-Demand
Foundation Models in Health and Medicine
Discover how foundation models are revolutionizing healthcare through clinical evaluation frameworks and multimodal approaches for electronic health records and medical prediction tasks.
YouTube
Free Video
39 minutes
On-Demand