Archive

• Managing and Organising AI Talent
• Data Strategy for enabling Data-Centric AI
• Explainable AI and AI-Alignment
• On Building Data Products
• Competing in a Data-Driven World
• Data Science Maturity Model: A Primer
• Is Machine learning the right tool for your problem?
• Embarking on an AI transformation Journey
• Navigating the AI Revolution: Building Long-term Strategies and Defensible Moats
• Data Science Maturity Model: A Primer
• Generative AI and Future of HealthCare
• AI Ethics and Augmented Intelligence
• Optimising healthcare treatment careflows with Process Mining
• Fundamental of Business Process Analytics
• Data-Driven Business Process Optimization
• Future of Data Driven Process Optimisation
• Combing Boolean satisfiability and Adversarial Search
• Robotic Process Automation from Process Analytics Perspective
• Lessons from the design thinking framework
• How Innovation works?
• Understanding Explore vs Exploit Dilemma in Online decision-making
• Three Pillers of Reinforcement Learning
• MLOps: A lifecycle for Data Management
• Beyond simulation, applying RL in real world: Challenges and Opportunities
• Counter-factual Policy Evaluation
• History of Deep Learning
• A long introduction to Machine Learning
• Understanding Generalisation in Machine Learning
• Strategies for preventing Model overfitting
• On Curse of Dimensionality
• Collaborative Filtering Tutorial
• What is the bias-variance tradeoff?
• Tips for Exploratory Data Analysis
• Artificial General Intelligence: Are we there yet?
• Elaborating Scalability Requirements of Large Scale Systems
• Can Software be Engineered?