Fund2Vec: Mutual Funds Similarity Using Graph Learning
Explore a novel approach to identify similar mutual funds using graph learning and network embedding techniques, providing data-driven insights for portfolio analysis and fund recommendations.
Financial Client Churn Detection Using Computer Vision
Detect financial client churn using computer vision techniques. Convert historical client data into images and apply deep neural networks for predictive analysis.
Opportunities at the Intersection of Financial Policy and Machine Learning
Explore ML's role in finance, from COVID-19 impacts to lending applications, and its potential for promoting financial stability and sustainable business models.
Machine Learning for Trust and Safety at Pinterest
Explore Pinterest's ML solutions for Trust and Safety, including DNN, CNN, and GCN techniques. Learn about challenges, design principles, and processes for developing and deploying effective content moderation systems.
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.
Covid-19 Impact on AI in Banking
Explore how AI in banking adapted to the radical changes brought by the COVID-19 pandemic, including economic shifts and new work environments.
How Finnish Public Broadcaster Yle is Beating Netflix with AI-Driven Media Experiences
Explore how AI is shaping media experiences and learn strategies for implementing data-driven solutions in organizations to stay competitive in the streaming industry.
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.
A Tale of A Thousand Pipelines: Building Scalable Deep Learning Pipelines for Time-Series Datasets
Discover scalable deep learning pipelines for massive time-series datasets, reducing costs by 80% while training hundreds of models efficiently.
AI Value for Investors and Key Factors Attracting Investment in AI Companies
Explore AI investment strategies, evaluate AI pitches, and discover key factors attracting investors to AI companies. Gain insights from industry experts on assessing AI value and potential.
The Do's and Don'ts of Delivering AI Projects: A Practitioner's Guide
Discover strategies for successful AI project delivery, including evaluation tools and techniques to overcome common challenges in this rapidly evolving field.
Spine Issues: Neck and Back Pain - Surgical and Non-Surgical Treatments
Explore spinal surgery options, degenerative disorders, tumors, and complex reconstruction with Johns Hopkins neurosurgeon Ali Bydon to alleviate neck and back pain.
Combining AI and Crowd for Professional-Quality Translation at Scale
Explore how Unbabel combines AI and crowdsourcing to deliver fast, high-quality translations at scale, breaking down language barriers between companies and customers.
Generative Agents: Interactive Simulacra of Human Behavior
Explore interactive simulations of human behavior using generative agents in a virtual village. Learn about memory streams, reflections, and planning for creating believable AI characters.
Why an Event-Native Mindset Is Essential for Data Architecture
Embrace an Event-Native Mindset to build a responsive data architecture. Learn to model events, create an enterprise nervous system, and enable real-time action and prediction using event-driven knowledge architecture.
Building a Regenerative Medicine Start-Up Company - iTolerance, Inc.
Explore the journey of building iTolerance, Inc., a regenerative medicine start-up, with insights from Anthony Japour, M.D. on entrepreneurship in biotechnology.
Understanding Microsoft Fabric - Video 2
Explore Microsoft Fabric's architecture, services, and key concepts for self-service data analytics and AI, building on UI basics from the previous video.
From Built-in Concurrency Primitives to Large Scale Distributed Computing
Explore asynchronous execution in Python, from basic concurrency to distributed systems. Master Future and Executor interfaces, asyncio, and frameworks like Dask for efficient large-scale data processing.
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 Sell a Big Refactor or Rewrite to the Business
Explore strategies for managing technical debt and successfully pitching large-scale refactoring projects to stakeholders. Learn from real-world case studies and gain practical decision-making tools.
Canary Monitoring at Scale: Beyond SRE World - Lecture
Explore canary monitoring's importance in SRE, its implementation, benefits, and applications beyond monitoring. Gain practical insights for production environments.