An Engineering Leader's Guide to Planning a Yearly Roadmap
Unlock the secrets of effective yearly planning for engineering teams. Transform goals into actionable roadmaps, align with business objectives, and secure resources for success.
Catalytic Capital: Investing for Performance, Purpose, and Planet - Asia Summit 2024
Explore strategies to mobilize capital for environmental and social challenges, balancing profit with purpose. Learn about overcoming investment barriers and fostering collaboration for global progress.
Readout of COP27 - Implications for Global Climate Efforts
Explore COP27 outcomes, challenges, and implications for global climate efforts with expert Alice Hill in this insightful fireside chat on UN climate summits and the Paris Agreement.
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.
Decision Making: Why the Last Mile of Analytics Should Be Your First Priority
Discover why focusing on the last mile of analytics is crucial for improving decision-making and achieving better business outcomes in digital transformation initiatives.
Data and ML Takeaways After One Year in Fraud Decision Making at Monzo
Explore key insights on data and machine learning in fraud detection from a Monzo ML scientist's year-long experience in digital banking.
Scaling Paid Marketing with Automation and Predictive Models
Discover strategies for scaling paid marketing through automation and predictive modeling, enhancing budget planning and optimization for improved marketing efficiency.
Building Profitable Models - Lessons from Marks and Spencer
Discover strategies for creating successful, profitable data models in supply chain and product lifecycle management, focusing on decision-making processes and forecast accuracy.
Simple and Constrained LLM Agents - Building Controlled AI Systems for Production
Explore building simple, constrained LLM agents for fintech, balancing control and generalizability while mitigating risks in complex production ecosystems.
How Can We Define the Value of Open Source Work?
Explore economic, social, and operational models for measuring open source value to justify investment and support continued development.
Fracton Quantum Order
Explore fracton phases in quantum systems, their restricted mobility excitations, and ground-space degeneracy. Review key developments and unifying perspectives on these emergent phases.
Opening the Machine Learning Black Box in Regulated Industries
Explore techniques for making machine learning models explainable and compliant in regulated industries like finance and insurance. Learn to bridge the gap between ML and regulatory requirements.
Introduction to SciPhy Reinforcement Learning - Part 1
Explore SciPhy RL: a neural network-based method for solving stochastic optimal control problems in continuous time, with applications and high-dimensional examples.
Graphical Models for Financial Time Series and Portfolio Optimization
Explore graphical models for optimal portfolio construction, examining PCA-KMeans, autoencoders, and structural learning to capture time-varying patterns in financial data.
Fairness in Algorithmic Decision Making for Financial Services
Explore fairness in AI algorithms for financial services, addressing bias detection and mitigation to ensure ethical decision-making.
Beyond Standard Deep Learning Models for Time Series and Sequences
Explore advanced techniques for temporal data analysis, including confident predictions and adaptive computational time models for improved sequence-to-sequence processing.
Distance Metric Learning and Mutual Funds Categorization - Part 1
Explore distance metric learning for mutual fund categorization, resolving paradoxes in previous research and improving accuracy in identifying similar funds for various applications.
Development of Machine Learning Methods to Improve ESG Scores and Responsible Investment Decisions - Part 1
Explore machine learning methods for improving ESG scores and responsible investment decisions. Learn to extract and analyze ESG information from company disclosures using NLP techniques.
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.