All current Informatik courses in 2024
3150 Kurse
Federated Learning - Schemes, Privacy, and Security
Explore federated learning challenges, privacy-preserving ML frameworks, and security solutions for distributed AI systems across healthcare, IoT, and cybersecurity domains.
YouTube
Free Video
45 minutes
On-Demand
Building an AI-Powered Waste Classification System Using Amazon Nova and IoT - AIM256
Discover how AWS Chile built an AI waste classification system achieving 95% accuracy in under 3 seconds, reducing CO2 emissions by 644.7 kg while keeping costs under $300 implementation.
YouTube
Free Video
15 minutes
On-Demand
Warner Music Group - Apache Iceberg on AWS and Snowflake
Discover how Warner Music Group leverages Apache Iceberg and Snowflake on AWS to create an interoperable data ecosystem, enabling deeper analytics and setting the foundation for ML/AI initiatives.
YouTube
Free Video
44 minutes
On-Demand
How Much Effort Is Enough? - Fairness in Algorithmic Recourse Through the Lens of Substantive Equality of Opportunity
Explore algorithmic fairness and recourse through substantive equality of opportunity, examining effort requirements in fair machine learning systems.
YouTube
Free Video
17 minutes
On-Demand
Labeling in Their Shoes - Improving Text Annotation with Cognitive Empathy Priming
Discover how cognitive empathy priming enhances text annotation quality and reduces bias in AI training data through innovative labeling techniques.
YouTube
Free Video
18 minutes
On-Demand
Become an AI Researcher - LLM, Math, PyTorch, Neural Networks, Transformers
Master foundational math, PyTorch, neural networks, and Transformers to build expertise in AI research and understand the technology behind modern LLMs.
freeCodeCamp
Free Video
3 hours 7 minutes
On-Demand
Energy Efficient and High Throughput Inference Using Compressed Tsetlin Machine
Discover how Tsetlin Machine revolutionizes AI with Boolean logic, achieving 10x faster inference and 20x energy efficiency over neural networks for edge computing applications.
YouTube
Free Video
20 minutes
On-Demand
Why JAX and Flax NNX - Exploring High-Performance Neural Network Development
Discover JAX's high-performance computing capabilities and Flax NNX's user-friendly neural network building for advanced AI, ML, and scientific computing applications.
YouTube
Free Video
11 minutes
On-Demand
Accelerating Incident Response Through AIOps - COP334
Discover how AI transforms incident management, reducing MTTR through automated telemetry analysis, pattern recognition, and AI agents to streamline troubleshooting from hours to minutes.
YouTube
Free Video
57 minutes
On-Demand
Deep Learning of Generative Models
Explore deep learning techniques for building generative models with insights from pioneering AI researcher Yoshua Bengio in this comprehensive lecture.
YouTube
Free Video
1 hour 11 minutes
On-Demand
Inductive Databases and Knowledge Scouts
Explore inductive databases and knowledge scouts in this foundational lecture by renowned machine learning pioneer Ryszard Michalski from 2001.
YouTube
Free Video
1 hour 25 minutes
On-Demand
JVM in the Age of AI - Babylon, Valhalla, TornadoVM and Friends
Explore how JVM evolves for AI/ML with projects like Valhalla, Babylon, and TornadoVM, plus hardware challenges and standardization efforts for modern machine learning platforms.
YouTube
Free Video
52 minutes
On-Demand