Conf42 Courses

Using Quix, Hugging Face, and InfluxDB for Anomaly Detection

Aprenda a implementar detección de anomalías utilizando Quix, Hugging Face e InfluxDB. Explore pipelines de datos, bases de datos de series temporales y arquitecturas de aplicaciones para soluciones de aprendizaje automático eficientes.

• YouTube
• 30 minutes
• On-Demand
• Free Video

GDPR and Beyond - Demystifying Data Governance

Explora GDPR, gobernanza de datos y estrategias de protección. Aprende sobre minimización, anonimización y encriptación para cumplir normativas y compartir datos de forma segura.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Forecasting Time-Series with Polars and Deno

Aprenda a prever séries temporais usando Polars e Deno. Descubra como escalar, otimizar pipelines e superar gargalos com WASM nesta palestra técnica sobre previsão de dados.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Deep Learning for Protein Structure Prediction

Explore deep learning techniques for protein structure prediction, covering methods from molecular dynamics to AlphaFold iterations, with insights on their applications and advancements.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Best Strategies for Self-Hosted Open Source LLMs

Estrategias óptimas para implementar LLMs de código abierto autohospedados: beneficios, desafíos y mejores prácticas para su despliegue efectivo.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Affordable ML Platform: Key Components and Technical Points

Explore affordable ML platforms: key components, technical points, and target users. Learn how to build cost-effective machine learning solutions for various applications.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Ecommerce Omni-Channel Optimization Using AI

Optimización del comercio electrónico omnicanal mediante IA: sistemas de inventario, previsión, enrutamiento de pedidos y asignación dinámica con aprendizaje automático y por refuerzo.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Unveiling Tomorrow: Exploring the Frontiers of Generative AI

Explore las fronteras de la IA generativa: tendencias, desafíos y casos de uso. Descubra los últimos avances, consideraciones éticas y el futuro de esta tecnología transformadora.

• YouTube
• 1 hour
• On-Demand
• Free Video

Vector Databases 101 - How Do They Work?

Explore vector databases, their origins, use cases, and inner workings. Learn about similarity search, indexing techniques, and the Milvus architecture in this comprehensive overview.

• YouTube
• 31 minutes
• On-Demand
• Free Video

MLOps: From Jupyter to Production - Conf42 ML 2024

MLOps: De Jupyter a producción. Aprenda a implementar modelos de aprendizaje automático de manera eficiente y escalable, superando los desafíos del desarrollo a la implementación en producción.

• YouTube
• 30 minutes
• On-Demand
• Free Video

AI and Disability: Inclusion or Exclusion?

Explorez l'impact de l'IA sur l'inclusion des personnes handicapées. Découvrez les innovations, les biais potentiels et les défis éthiques dans cette conférence stimulante sur l'IA et le handicap.

• YouTube
• 38 minutes
• On-Demand
• Free Video

The Rise of AI Agents - Understanding Trust and Expectations

Explore the rise of AI agents, their functionality, and potential impact. Learn about trust issues, planning tradeoffs, and future expectations in this insightful talk on emerging AI technologies.

• YouTube
• 33 minutes
• On-Demand
• Free Video

Design Thinking for AI Product Creation

Explore design thinking principles for AI product development, addressing challenges in scaling, adoption, and trust while emphasizing empathy, ideation, and prototyping for effective AI solutions.

• YouTube
• 52 minutes
• On-Demand
• Free Video

A Beginner's Guide to Adversarial Machine Learning

Explore adversarial machine learning attacks, their impact on AI systems, and strategies to mitigate vulnerabilities in this comprehensive guide for beginners.

• YouTube
• 39 minutes
• On-Demand
• Free Video

I Don't Know K8S and at This Point, I'm Too Afraid To Ask - Strategies for Learning Kubernetes in 2024

Explore Kubernetes strategies, including architecture, controllers, and operators, with a hands-on demo. Learn practical approaches to K8s implementation for SRE professionals.

• YouTube
• 22 minutes
• On-Demand
• Free Video