Conf42 Courses

Navigating Observability Challenges: Mitigating Deep Fake Risks

Explore deep fake risks and mitigation strategies in observability. Learn about technological advancements, media literacy, regulatory frameworks, and blockchain for authentication. Gain insights on collaborative approaches to address challenges.

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

Praemonitus Praemunitus - Using Actionable Alerts to Fix Problems

Optimize alert systems for efficient problem-solving. Learn when to alert, what to capture, and how to automate responses. Explore actionable alerts in Google Cloud for improved observability.

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

OpenTelemetry 101 - A Guide to Tracing, Metrics, and Logs

Explore OpenTelemetry fundamentals, including tracing, metrics, and logs. Learn core concepts, application instrumentation, and infrastructure through hands-on demos and practical insights.

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

Why Decentralized Monitoring Matters

Explore decentralized monitoring's advantages over centralized systems, focusing on fidelity, scalability, cost, accuracy, resilience, efficiency, and data privacy. Learn about Netdata's approach and future trends.

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

Observability for Modern Event-Driven Applications

Explore observability techniques for modern event-driven applications, focusing on AWS tools like CloudWatch, X-Ray, and Lambda Insights to enhance monitoring and troubleshooting capabilities.

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

Netdata: Open Source Distributed Observability Pipeline

Explore Netdata's open-source distributed observability pipeline, addressing challenges in monitoring, real-time analytics, and AI-powered correlations for comprehensive system insights.

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

Leveraging LLMs for Advanced AI Applications

Explore advanced AI applications using LLMs. Learn about transformer architecture, fine-tuning, API integration, and RAG. Discover cost reduction strategies and real-world examples for leveraging LLMs in software engineering.

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

Efficiency Through Stateless Microservices: Request Handling

Explore stateless microservices for efficient request handling in ML systems. Learn about API gateways, load balancers, and event-driven architectures to optimize performance and scalability.

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

Card Payments Lifecycle Explained - From Customer Experience to Machine Learning Applications

Explore the intricate card payment process, from customer transactions to backend operations. Learn about ML applications, challenges, and future trends in payment systems.

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

Enriching Generative AI Events in Real-Time Streaming Pipelines

Explore real-time streaming pipelines for enriching generative AI events, covering unstructured data handling, Milvus architecture, and NiFi 2.0 features with practical demos.

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

Why Most Data Projects Fail and How to Avoid It

Discover strategies to prevent data project failures and ensure success in machine learning initiatives. Learn from industry insights and best practices.

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

Unlocking LLM Potential: A Journey with APIs

Explore LLM potential through APIs, covering environment setup, basics, chat conversations, and practical demonstrations. Gain insights and lessons for effective implementation.

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

Affordable ML Platform: Key Components and Technical Points

Explore affordable ML platform design, components, and technical considerations for efficient and cost-effective machine learning implementation.

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

Ecommerce Omni-Channel Optimization Using AI

Optimize e-commerce operations with AI-driven inventory management, order routing, and dynamic allocation across omnichannel platforms. Learn forecasting models, machine learning techniques, and reinforcement learning for improved efficiency.

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

Unveiling Tomorrow: Exploring the Frontiers of Generative AI

Explore the frontiers of generative AI, from emerging models and use cases to challenges, trends, and regulatory implications. Gain insights into implementation, security, and future developments.

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