Conf42 Courses

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

SRE: Improving Efficiency in Crisis Times

Discover how Site Reliability Engineering enhances efficiency during crises, exploring key strategies and best practices for effective incident management and system resilience.

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

Divided by Responsibilities, United by DevOps and SRE Cultures

Explore the synergy between DevOps and SRE cultures, uniting diverse responsibilities for enhanced operational efficiency and reliability.

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

Avoiding the Death of SRE Documents That Matter

Learn strategies to keep SRE documentation alive and relevant, ensuring critical information remains accessible and up-to-date for effective site reliability engineering practices.

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

Bell the "Chaotic Cat" with Site Reliability Engineering

Explore SRE practices for managing unpredictable systems using the "Chaotic Cat" analogy, enhancing reliability and resilience in complex environments.

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

Open Communication in Site Reliability Engineering

Explore open communication strategies in Site Reliability Engineering to enhance collaboration, problem-solving, and overall system reliability.

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

CICD - The SRE-DevOps Overlay

Explore the intersection of SRE and DevOps in CI/CD practices, enhancing reliability and efficiency in software delivery pipelines.

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

Observability: One of the Strongest Muscles for SRE

Explore how observability enhances SRE practices, improving system reliability and performance through effective monitoring and data analysis techniques.

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

Chaos Engineering for SRE Enablement

Explore chaos engineering principles for SRE enablement, enhancing system resilience and reliability through controlled experiments and proactive failure testing.

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