Conf42 Courses

Techniques for SLOs and Error Budgets at Scale

Explore techniques for implementing SLOs and error budgets at scale. Learn to quantify latency, measure availability, and use histograms effectively for large-scale systems and engineering teams.

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

Using Falco and eBPF to Protect Your Applications

Explore Falco and eBPF for application protection. Learn about runtime security, syscalls, and Falco's architecture. Discover how to implement, connect, and contribute to this powerful security tool.

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

Observe Your API with API Gateway Plugins - Observability Techniques

Enhance API observability using API Gateway plugins. Learn about logging, metrics, and tracing with Apache APISIX, including a demo on observing ASP.NET Core Web API.

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

Exploring ChatGPT for Improved Observability

Explore ChatGPT's potential for enhancing observability in modern platforms. Learn about AI innovations, deep neural networks, and practical applications in IT operations and decision-making.

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

Polars: A Highly Optimized Dataframe Library

Explore Polars, a high-performance dataframe library. Learn optimized data manipulation techniques, efficient handling of types, and mastering aggregations for improved machine learning workflows.

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

A Gentle Introduction to Vector Databases

Explore vector databases, semantic search, and machine learning models for unstructured data processing. Learn about Weaviate and see a practical demo of vector search in action.

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

Building ML-Enhanced Event Streaming Apps with Java Microservices

Explore building ML-enhanced event streaming applications using Java microservices and Apache Pulsar. Learn about Pulsar's architecture, functions, and programming model through a practical coding demo.

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

A Hitchhiker's Guide to the MLOps Experience

Explore MLOps essentials: data versioning, visualizations, experiment tracking, and model registry. Learn key components and UX tips for streamlining machine learning workflows.

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

Introduction to MLOps at the Edge

Explore MLOps at the edge: benefits, challenges, and real-world applications. Learn about edge computing's advantages over cloud and its synergy with AI and cloud technologies.

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

Vector Ops: Running Vector Embedding-Powered Apps in Production

Explore vector embedding-powered applications in production, from search and recommendations to generative AI, agents, and memory systems. Learn implementation strategies and practical considerations.

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

Unlocking Reasoning in Large Language Models - Conf42 ML 2023

Explore advanced techniques for enhancing reasoning capabilities in large language models, from chain-of-thought prompting to tool usage and iterative approaches.

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

Unveiling Clustering in BERTopic Topic Modeling

Explore BERTopic clustering for topic modeling, covering HDBSCAN algorithm, density-based spatial clustering, and performance comparisons. Gain insights into advanced text analysis techniques.

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

Starting the SLOs Implementation

Learn to implement Service Level Objectives (SLOs) effectively, enhancing system reliability and performance in site reliability engineering practices.

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

Measuring Reliability in Production

Explore techniques for measuring and improving system reliability in production environments, focusing on key metrics and practical strategies.

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

Achieve Scalability and Elastic Ability of Database Infrastructure on Kubernetes

Explore database scalability and elasticity on Kubernetes, enhancing infrastructure performance and reliability for Site Reliability Engineering.

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