The Art of Hypothesis-Driven Development of ML-Powered Search - Haystack EU 2023
Explore ML-powered search development through hypothesis-driven approaches. Learn from Uzum Market's journey in building a large-scale search system for e-commerce, focusing on metrics, evaluation, and AB testing.
Evaluating Embedding-Based Retrieval Beyond Historical Search Results
Explore methods to evaluate embedding-based retrieval quality using organizational knowledge, improving relevance and expanding recall for e-commerce search beyond historical data.
Vector (Hybrid) Search Live A/B Test Results in E-commerce Sector
Explore significant A/B test results of Vector (Hybrid) Search in e-commerce, revealing revenue increases and improved user engagement. Learn about embedding creation and result blending techniques.
Splitting Monolith Applications to Microservices: Gains and Challenges from Practical Experience
Explore practical cases of splitting monolith applications into microservices, focusing on e-commerce and financial domains using Spring Boot, MongoDB, and Kafka.
Opening Keynote - Entrepreneurship and Investment in Technology
Gain insights from a seasoned tech entrepreneur and investor on creating opportunities for small investors and entrepreneurs in the evolving startup ecosystem.
Solving Product Substitutions in Grocery E-Commerce Through Self-Supervised Machine Learning
Explore innovative self-supervised ML techniques for solving product substitution challenges in grocery e-commerce, improving customer experience and business metrics.
L'Oréal Canada's Bespoke Data Science Strategy Framework
Discover L'Oréal Canada's data science strategy framework. Learn to assess maturity, identify high-value projects, build ML teams, and implement effective practices in retail and e-commerce.
Optimizing Pinterest Shopping Recommendations for Purchases
Discover how Pinterest optimizes shopping recommendations across platforms to drive purchases using advanced AI techniques, item embeddings, and conversion models.
Exceeding Customer Expectations with Machine Learning
Explore how retailers leverage machine learning to enhance customer experiences, boost revenue, and optimize processes. Learn about impactful use cases and implementation strategies.
A.I. in the Multiverse - Measuring ROI When A/B Tests Are Not Possible
Explore deep learning techniques for assessing AI's revenue impact in e-commerce without A/B testing. Learn to measure and monitor ML pipeline performance in various business settings.
Productionizing ML Models for Online Shopping at Loblaws
Explore ML model productionization for online shopping, covering microservices, CI pipelines, AB testing, and cloud-based implementation using tools like Seldon Core.
From Text to Context: How We Introduced a Modern Hybrid Search
Discover how to implement a modern hybrid search system combining BM25 and semantic vector models. Learn from real-world challenges and solutions in improving e-commerce search functionality.
How to Start Dropshipping on Wix in 2024
Learn step-by-step how to start a dropshipping business on Wix in 2024, including pros, cons, and safety considerations for successful implementation.
Wix Website Builder Tutorial 2024 - Full Walkthrough Step-By-Step
Learn to build a professional website using Wix's intuitive tools and features. Master the complete process from setup to customization in this comprehensive step-by-step walkthrough.
Best Website Builders 2024 for ECommerce and Service Business
Discover top website builders for e-commerce and service businesses in 2024, boosting your online presence and services efficiently.
Google Sites E-Commerce Tutorial for Beginners - Full Setup
Learn to set up and manage an e-commerce store using Google Sites, from basics to advanced features, in this comprehensive beginner-friendly tutorial.
Default to Performance - Building React Native Screens at Scale
Explore Shopify's strategies for building high-performance React Native screens at scale, enhancing mobile app development efficiency.
Migrating Shopify's Core Rails Monolith to Trilogy
Explore Shopify's migration from Mysql2 to Trilogy, covering MySQL protocols, Active Record adapters, and open source contributions. Learn about implementation challenges and production impact.
Ruby and Rails Versioning at Scale - Automating Upgrades for Large Projects
Discover automated Rails upgrades and efficient Ruby service maintenance using Dependabot, Rubocop, and Bundler for large-scale projects.
The Future of Data Engineering in a Post-AI World
Explore AI's impact on data engineering, including ETL automation, data warehouses, and emerging technologies. Learn to leverage AI for significant business impact in the evolving data landscape.
Pushing Drupal Development Limits - 22 Million Products and 1 Million Daily Updates
Explore scaling Drupal Commerce to handle 22 million products and 1 million daily updates across multiple sites. Learn unique solutions for large-scale e-commerce development.