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Java Performance Myths - JIT vs AOT, GraalVM, Compilers
Explore Java performance myths with GraalVM's founder, covering JIT vs AOT compilation, native images, cloud optimization, and real-world performance decisions at scale.
Fabric IQ Overview - A Walkthrough of Microsoft Fabric IQ and Its Capabilities
Explore Microsoft Fabric IQ's capabilities for transforming data into business knowledge through entities, relationships, ontology, and AI-powered data agents.
Build and Deploy a Full-Stack AI App for Free - No Credit Card
Build an AI-powered architectural visualization SaaS using React, TypeScript, and Puter.js to transform 2D floor plans into photorealistic 3D renders with free hosting.
Language Models - Prompting, Chain-of-Thought, and Instruction-Tuning - Lecture 21
Explore how theoretical physics illuminates neural computation in brains and AI, covering learning, imagination, language acquisition, and mathematical reasoning through statistical mechanics and scaling analysis.
From Ancient Greeks to Modern Geeks - Basic Machine Learning Algorithms
Discover fundamental machine learning algorithms from Naive Bayes to Decision Trees through simple, code-neutral explanations that demystify ML concepts for developers.
Become AI-Ready: Deep Learning Fundamentals
Explore the fundamental infrastructure shifts required for AI/HPC workloads, covering power consumption, cooling evolution, and networking architectural changes for next-gen compute.
Theories of Neural Computation Underlying Learning, Imagination, Reasoning and Scaling - Of Mice and Machines
Explore interpretability techniques for large language models through comprehensive review and hands-on probing methods in this Utah CS graduate seminar.
Bringing Stories to Life with AI, Data Streaming and Generative Agents
Explore building dynamic AI-driven worlds using Apache Kafka, Flink, and Iceberg with generative agents that think, act, and adapt in real-time through live data streams.
Introduction to Logic - Principles for Better Decision-Making in the Age of AI
Discover principles of logic and reasoning to make better decisions and navigate AI uncertainties with philosophy insights from U of U instructor.
Scaling AI Beyond Single Agents - Multi-Agent Architectures with LangChain
Discover how to build scalable multi-agent AI systems using LangChain, exploring design patterns, orchestration techniques, and production-ready architectures beyond single agents.
ReLU and Softplus Neural Networks as Zero-Sum Turn-Based Stopping Games
Discover how ReLU and Softplus neural networks can be interpreted as zero-sum turn-based stopping games, revealing their mathematical structure through game theory principles.
How to Deploy Claude Code Agentic Workflows - Full Guide 2026
Master deploying Claude AI agents to production using Modal, Railway, Render, and Replit with step-by-step walkthroughs, pricing comparisons, and automated debugging workflows.