Social Network Analysis: Introduction - Lecture 1
Explore fundamental concepts and principles of Social Network Analysis in this introductory lecture.
Building a Developer Homepage - Design and Implementation Process
Explore the design and implementation of a developer homepage, addressing key features, technical challenges, and solutions for improved engineering efficiency.
Building a Self-Service Platform on Kubernetes - Lessons in Balancing Flexibility and Standardization
Explore balancing standardization and flexibility in Kubernetes self-service platforms. Learn from Affirm's experience, including implementation tools, mistakes made, and lessons for optimal developer autonomy.
Beyond Development: Lessons from Super App Evolution to Platform Ecosystem
Explore Flo's platform evolution from super app to ecosystem. Learn strategies for scaling, supporting diverse user journeys, and fostering innovation in platform engineering.
Improving Developer Productivity with Platform as a Product
Explore Mercedes-Benz's platform engineering journey using VMware TAS, enhancing developer productivity through a product-oriented approach and collaborative efforts since 2019.
Efficiency and Platform Engineering - Transforming Microservices Architecture
Explore how a complex microservices architecture was transformed into a scalable platform managing 26,000+ microservices and supporting 12,000+ developers. Learn key insights, challenges, solutions, and best practices.
Platform-as-a-Superpower: Building an Effective Internal Developer Platform
Explore common pitfalls in building Internal Developer Platforms and learn how to create a product developers will love using real-world examples and platform-as-a-product approach.
The Seven Deadly Sins of Platform Development
Explore common platform development pitfalls, their symptoms, and mitigation strategies. Learn to identify and avoid critical mistakes for successful platform creation.
Treating Your New Internal Developer Platform as a Startup
Discover how to apply startup strategies to launch a successful Internal Developer Platform. Learn to define MVP, leverage reference customers, and master platform marketing.
Quantifying Platform Engineering Impact - Measuring KPIs and Financial Impact
Discover how Wise quantifies platform engineering impact using Northstar KPIs, translating improvements into financial metrics for effective business communication.
Kubernetes FinOps - An Unfinished Tale of Reducing AWS Bill by 33%
Optimize Kubernetes costs: Collect metrics, identify expensive workloads, collaborate with owners, and avoid over-optimization. Learn from Flutter UK's journey to reduce AWS bills by 33%.
Automating Production Readiness: A Practical Guide for Platform Engineers
Strengthen team's ability to deliver reliable services. Learn best practices and frameworks to automate production readiness, reduce cognitive load, and enhance service maturity. Gain practical steps for improving reliability and security.
Working Backwards to Drive Platform Adoption Using Value Stream Management
Optimize internal development platforms using Value Stream Management. Learn to implement, measure, and sell your platform investment with a clear roadmap for success and improved stakeholder experiences.
Measuring ROI and Making Platform Engineering Impact Visible
Explore data-driven approaches to measure platform engineering impact, connect metrics to business value, and demonstrate ROI through engineering observability for continuous improvement.
Streamlining Developer Platform Design with Reference Architectures - Google Cloud Use Case
Enhance developer productivity with GCP reference architecture for internal platforms. Reduce cognitive load, improve standardization, and ensure security while enabling developer freedom.
Smashing the Complexity Limit: Turning Every Team into a Tiger Team
Discover strategies to overcome organizational complexity limits and transform software teams into high-performing "tiger teams" through effective platform engineering practices.
Machine Learning Fundamentals - Lecture 1.3
Explore machine learning concepts and applications in AI, focusing on knowledge representation and reasoning techniques.
Universal Hash Functions - Introduction and Applications
Explore universal hash functions, their properties, and applications in computer science. Learn about strongly universal hash functions and practice with example problems.
From Particles to Concepts - Artificial Intelligence: Knowledge Representation and Reasoning
Explore the journey from fundamental particles to complex concepts in artificial intelligence, focusing on knowledge representation and reasoning.
Abductive Inferences and Expectations - Lecture 1.2
Explore abductive inferences and expectations in artificial intelligence, focusing on knowledge representation and reasoning techniques.
VSM - Example 1: Reinforcement
Explore reinforcement techniques through a practical example in Vector Space Models (VSM), enhancing your understanding of natural language processing concepts.