Conf42 Courses

Hallucination by Design - How Embedding Models Misunderstand Language

Uncover how embedding models create hallucinations and misinterpret language, with practical examples, evaluation techniques, and fine-tuning strategies to improve accuracy.

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

Harnessing Microservices for Scalable, Fault-Tolerant ML Systems

Discover how to build scalable, fault-tolerant ML systems using microservices architecture, covering deployment strategies, monitoring, and emerging trends.

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

Transforming Healthcare Through Data-Driven Intelligence

Explore AI's revolutionary impact on healthcare through clinical applications, administrative efficiency, personalized medicine, diagnostic imaging, and ethical implementation strategies.

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

Aggressive LLMs Optimization - Making Them Work on Tiny Devices

Discover aggressive optimization techniques to deploy large language models on resource-constrained devices using GPT-2 as a practical example with hands-on experiments.

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

Fast Confidence Estimation - Regression Models

Discover fast confidence estimation techniques for regression models through profile-guided optimization methods and efficient computation strategies.

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

Using AI to Fuel Digital Transformation and Growth Through Hyper Personalization

Explore AI-driven hyper personalization strategies to transform digital engagement, covering algorithmic architecture, precision systems, ethics, and business impact measurement.

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

Unified Observability - Evolution, Architecture, and Future of System Monitoring

Explore unified observability evolution, architecture, OpenTelemetry instrumentation, Grafana visualization, and incident response strategies for modern SRE practices.

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

Beyond Uptime - Revolutionizing Fintech Reliability

Explore advanced SRE strategies for fintech reliability, covering AI infrastructure optimization, GPU utilization, auto-scaling, and cost-efficient cloud management.

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

Data-Driven Migration from Monoliths to Event-Driven Microservices

Discover data-driven strategies for migrating monolithic systems to event-driven microservices with resilience patterns, real-world case studies, and implementation roadmaps.

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

Policy as Code in Jenkins for DevOps Pipelines

Discover how to implement Policy as Code in Jenkins to enhance DevOps pipeline security, compliance, and automation with practical tools and real-world examples.

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

Building Predictive Analytics Data Warehouses in Healthcare

Discover how to architect scalable data warehouses for healthcare predictive analytics, covering real-time processing, ML models, and performance optimization strategies.

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

Leveraging Digital Innovation for Environmental Compliance

Discover how digital innovation transforms environmental compliance through AI, predictive insights, and cost-effective solutions for sustainable management.

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

High Availability and Disaster Recovery for Cloud SAP Systems

Explore strategies for building resilient cloud SAP systems through high availability and disaster recovery techniques to minimize downtime and ensure business continuity.

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

Optimal Video Compression Using Pixel Shift Tracking

Explore advanced video compression techniques using pixel shift tracking methods to achieve optimal compression ratios and performance in machine learning applications.

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

Beyond Chatbots - How Amazon Bedrock Agents Drive Enterprise AI

Explore Amazon Bedrock Agents for enterprise AI beyond simple chatbots, featuring multi-agent collaboration and real-world investment research demo.

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