Adaptive Socio-Technical Systems with Architecture for Flow
Explore designing adaptive socio-technical systems using Team Topologies, Wardley Mapping, and Domain-Driven Design to optimize for fast flow of change in uncertain business environments.
Platform as a Product - Transforming Internal Platforms into Strategic Assets
Explore platform engineering as a strategic asset, focusing on user-centric design, continuous improvement, and value-driven development to empower teams and accelerate business outcomes.
Accelerating Financial Processing and Reporting with Pre-Trained and Custom ML Models
Innovative approach using pre-trained and custom ML models to enhance financial data processing and reporting, streamlining workflows and improving efficiency in generating insights for the finance industry.
Designing AI for Trust - Creating Value While Setting the Right Guardrails
Explore best practices for designing and deploying trusted AI solutions in critical sectors, focusing on human adoption, business alignment, risk management, and data curation challenges.
How to Reduce LLM Costs by 98% - Practical, Scalable Solutions
Discover advanced techniques to leverage LLMs cost-effectively. Learn strategies for using SLMs, LLM distillation, and prompt unit testing to overcome budget constraints while maintaining quality in GenAI projects.
The Future of Computing - What to Expect in the Next Decade
Explore emerging technologies shaping computing's future, from AI-driven innovations to quantum and neuromorphic computing, and their potential impact on businesses and space manufacturing.
Fairness and Equity in Machine Learning for Healthcare
Explore fairness and equity in healthcare ML, addressing bias, challenges, and innovative solutions for equitable outcomes in medical applications and large language models.
Interpretability and Out-of-Distribution Generalization in Deep Predictive Models
Explore interpretability and out-of-distribution generalization in deep predictive models, focusing on nuisance-induced spurious correlations and real-time Shapley value estimation techniques.
Computational Tools for Blockchain Forensics
Harness Wolfram Language for blockchain analysis, forensics, and visualization. Learn to read and write transactions, explore FTX token case study, and integrate with ChatGPT.
Polaris - Industry-Led Initiative to Critically Assess ML for Real-World Drug Discovery
Explore an industry-led initiative critically assessing machine learning's impact on real-world drug discovery through the Polaris project.
Machine Learning for Real-Time Hydrate Risk in LNG Facilities
Explore advanced neural networks in Wolfram Language for real-time hydrate risk monitoring in LNG facilities using simulation-based data.
Oil and Gas Use Cases in Machine Learning
Explore machine learning applications in the oil and gas industry, focusing on practical use cases and innovative solutions for industry challenges.
With Great Power Comes Great Responsibility - Engineering Ethics in the Modern Era
Explore the critical shift in software engineering towards failure-safe systems and learn how leaders can drive this change in the profession.
The Big Picture of Debt - Understanding and Managing Technical Debt
Explore technical debt through a database case study, distinguishing good from regrettable choices and learning when to tackle complex issues.
Developer Self-Service: Implementation and Organizational Needs - LeadDev Webinar
Explore developer self-service ecosystems: benefits, implementation challenges, and lessons learned from engineering leaders.
Several Components Are Rendering - Performance Optimization in Complex Applications
Explore performance bottlenecks in Slack's desktop app, examining architectural decisions and strategies to mitigate inefficiencies causing system strain.
How to Create a Standardization Plan for Tools, Libraries, and Frameworks
Explore the practical advantages and challenges of standardizing tools and frameworks across your organization, and learn effective implementation strategies.
How to Implement Platform Engineering at Scale
Overcome cultural barriers and team silos to successfully adopt platform engineering practices in large organizations.
Reframing Incidents: Using Reactive Work to Enhance Customer Satisfaction
Reframe incidents as tools for customer satisfaction. Learn to lower thresholds, adapt processes, and prioritize customer focus in reactive work scenarios.
How to Make Better Modernization Decisions
Discover effective methods for system modernization, including Service Blueprints and Wardley Mapping. Learn to assess pain points, risks, and incrementally improve existing systems.
Managing Architecture - Strategic Approaches for Modern Software Development
Explore strategic software architecture approaches for modern organizations. Learn to implement principles across empowered teams, avoiding short-term fixes and fostering scalable, change-friendly systems.