Conf42 Courses

Running an Open Source LLM - Deployment and Cost Considerations

Explore the process of running open-source LLMs, covering infrastructure, deployment, costs, and key learnings for effective implementation in real-world scenarios.

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

The Power of GenAI: Generate Growth and Innovation with Data

Explore how GenAI and data drive innovation, growth, and personalized experiences. Learn about RAG, vector embeddings, and building data foundations for AI applications.

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

How Well Do LLMs Detect Anomalies in Your Data? - Conf42 LLMs 2024

Explore LLMs' effectiveness in detecting data anomalies, understand data quality importance, and learn practical techniques for anomaly detection using OpenAI and BigQuery.

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

Building an LLM Vulnerability Scanner to Secure AI Applications

Develop an LLM vulnerability scanner to audit and secure AI applications. Learn about LLM security risks and build a CLI tool for detecting vulnerabilities in AI systems.

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

Operational Excellence for LLMs Using Amazon Bedrock - Conf42 LLMs 2024

Explore operational excellence for LLMs using Amazon Bedrock. Learn design principles, LLMOps, model lifecycle, customization, and architectural patterns for effective implementation and evaluation.

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

Hono: Multi-Runtime Web Framework for the Edges

Explore Hono, a versatile web framework for edge computing. Learn about JavaScript runtimes, WinterCG standards, and Hono's key features like flexibility, speed, type safety, and middleware support.

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

Just Don't Do It - Databases in Kubernetes

Explore challenges and best practices for running databases in Kubernetes, focusing on PostgreSQL's transformative potential and the shift from availability to reliability in cloud-native environments.

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

The Future of Cloud Computing with WebAssembly

Explore WebAssembly's potential to revolutionize cloud computing, from its bytecode format to its impact on multitenancy and Kubernetes integration.

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

Building a Modern Enterprise Data Ecosystem on Cloud - Conf42 Cloud Native 2024

Explore modern enterprise data ecosystems on cloud platforms, covering storage, organization, consumption, pipelines, and machine learning. Learn key components and AWS challenges.

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

Platformless: Revolutionary Approach to Enterprise Software Engineering

Explore revolutionary "platformless" approach to enterprise software engineering, focusing on developer experience and digital delivery without platform distractions.

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

Build and Orchestrate Serverless Generative AI Applications

Learn to build and orchestrate serverless generative AI applications using AWS services like Amazon Bedrock and Step Functions. Explore integration techniques, error handling, and human feedback loops in AI workflows.

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

Building Event-Driven Systems: Principles, Challenges, and Best Practices

Explore event-driven architecture principles, benefits, and challenges. Learn about governance, event design, asynchronous thinking, and practical implementation strategies for building robust systems.

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

Scalability and Cloud Native Architecture on AWS

Explore AWS cloud-native architecture, scalability types, and best practices for efficient, auto-scaling, and serverless applications. Compare database options for optimal performance.

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

Event-Driven Architectures: Orchestrating Cloud Workflows - Conf42 CN 2024

Explore event-driven architectures for cloud workflows, covering core concepts, patterns, and best practices. Learn when to use choreography and orchestration, and see a practical demo.

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

The Good, the Bad, and the Native - Cloud Native Development with GraalVM

Explore cloud native concepts, GraalVM, and native image building. Learn scalability, cost reduction, and performance optimization techniques for microservices frameworks in the JVM ecosystem.

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