MLOps for Ad Platforms - Lessons from Ad Tech - Coffee Session 130
Explore MLOps in ad platforms with Andrew Yates. Learn about designing ML components, monitoring systems, and optimizing billion-dollar content marketplaces for long-term revenue and user experience.
Building Threat Detection Systems - An MLE's Perspective
Explore threat detection systems from an MLE's perspective. Gain insights on rule engines, testing ML models, and the importance of writing for professional development in MLOps.
Clean Code for Data Scientists - MLOps Coffee Sessions
Explore clean coding practices for data scientists, Shopify's real-time serving platform Merlin, and insights on LLMs in production with Matt Sharp, Data Developer at Shopify.
Ads Ranking Evolution at Pinterest - From Logistic Regression to Deep Learning
Explore Pinterest's ads ranking evolution, from logistic regression to deep learning transformers, incorporating sequential signals and multi-task learning. Gain insights on overcoming challenges and advancing ML platforms.
AI for Good - Detecting Harmful Content at Scale
Explore AI-driven strategies for detecting harmful online content at scale, optimizing speed and accuracy while addressing cultural sensitivities and evolving challenges in content moderation.
AI Operations Without Fundamental Engineering Discipline - MLOps Podcast #250
Explore the anti-AI hype trend and learn how to bridge the gap between management and tech for effective AI implementation. Gain insights on balancing engineering fundamentals with AI initiatives.
Auto-bidding in Online Advertising: Campaign Management and Fairness
Explore auto-bidding strategies in digital advertising, focusing on conversion maximization, ROI constraints, and fairness in auction outcomes. Learn efficient algorithms for multi-channel optimization.
Why Open Source, Decentralization, and Web3 Need to Find Back Together
Explore the evolution of Free Software, Open Source, and decentralization movements, examining their divergence and potential for reunification in the tech landscape.
Why Open Source and Web3 Need to Find Back Together
Explore the evolving relationship between Open Source and Web3, examining their shared goals of decentralization and user empowerment in the face of corporate interests and centralization trends.
Mathematical Patterns in Animal Markings
Explore mathematical patterns in animal markings, from Turing's equations to recent biological discoveries. Discover how complex stripes and spots emerge through chemical processes and gene interactions.
Composable and Safe Architecture for Network Packet Monitoring
Explore composable architecture for network packet inspection using channels and async tasks. Learn Rust's benefits for parsing untrusted data and avoiding common pitfalls in network protocols.
Generating Generators in Go - Static Analysis and Code Generation
Explore static analysis and code generation to create custom generators in Go, avoiding goroutine overhead while achieving yield-like functionality.
Vector Databases for Generative AI Applications - Episode 3
Explore vector databases' role in generative AI, covering search engines, open-source tools, and efficient application development for chatbots, virtual assistants, and content creation.
Zapier AI Gmail Automation - Streamlining Email Outreach Tasks
Streamline email outreach with AI-powered Zapier workflows. Learn to build and implement automated systems, saving time on mundane tasks and boosting business efficiency.
The Magic of Merlin - Shopify's New Machine Learning Platform
Explore Shopify's Merlin ML platform, its open-source stack, architecture, and how it scales ML work using Ray.
Adversarially Robust Stochastic Multi-Armed Bandits
Explore adversarially robust stochastic multi-armed bandits for optimal experimental design. Learn about algorithms balancing fast and robust learning in real-world applications like digital advertising.
Advanced HTML for Performance and Accessibility
Optimize website performance and accessibility using advanced HTML techniques. Enhance user experience and development efficiency through strategic element and attribute usage.
Lies, Damned Lies and Timeouts Engineering
Explore the complexities of timeouts in distributed systems with Twitter's Principal Software Engineer. Learn to interpret and utilize timeouts effectively for robust system design.
A View from the IMU Committee on Electronic Information and Communication
Insights into electronic information and communication in mathematics from the perspective of the IMU committee, exploring current trends and future directions.
Trust and Inclusion in a Hybrid Environment - Disability and Shifting Work Policies
Explore challenges and strategies for building trust and inclusion in hybrid workplaces, with a focus on supporting employees with disabilities and adapting to shifting work policies.
Messaging Tutorial - SMS, Email, and Push Notifications Full Course
Learn to implement SMS, email, and push notifications in your applications with this comprehensive tutorial on messaging systems and best practices.