It's All About Machines and Creating Their Minds
Exploring user-centric AI design: How to create socially integrated, accepted, and beneficial machine learning systems for future businesses and daily life.
From Zero to Deep Learning Enhanced App
Practical insights on developing a Deep Learning Android app, from data collection to production deployment using TensorFlow, with tips on choosing the right approach and best practices.
Natural Language Support with LUIS
Explore natural language understanding with LUIS for building conversational UIs and bots. Learn fundamental concepts, live coding demos, and practical applications in this comprehensive talk.
Algorithmic Architecture, Real-time AI and Alpha
Explore real-time AI trading systems, algorithmic architecture, and overcoming challenges in building scalable, robust AI for multi-instrument trading and cross-sector correlation analysis.
Commodity.AI
Explore the potential commoditization of AI, its challenges, and implications for businesses. Learn about cloud AI services and strategies for AI startups in a competitive landscape.
Machine Learning in the Browser
Explore the frontier of machine learning in web browsers, covering state-of-the-art libraries, implementation challenges, and performance optimization techniques for browser-based ML applications.
How We Built a Job Recommender SaaS with Deep Learning to Disrupt the Job Market
Discover how deep learning and modern ML tools were used to create a multilingual job recommender system, revolutionizing job matching for a public employment service.
Reinforcement Learning and Minecraft - ML Con Spring 2018
Explore reinforcement learning through Minecraft's AI platform, Project Malmo. Learn to solve problems using deep learning techniques in a unique experimental environment.
Gamified Control - China's Social Credit Systems
Explore China's Social Credit Systems: gamification, big data, and AI for behavior rating. Examine societal impacts and global implications of tech-driven social control.
Quick Start with AI for Businesses
Strategies for businesses to quickly adopt AI, focusing on data collection, management involvement, and model capabilities. Proposes an embedded approach for efficient implementation and scaling.
Boost Your App with Machine Learning APIs
Discover how to enhance your app using pre-trained Machine Learning APIs for text, image, audio, and video analysis, with a live interactive demo showcasing practical applications.
How do Chess Engines Work - Looking at Stockfish and AlphaZero
Explore chess AI evolution: from Deep Blue's algorithms to Stockfish's Minimax, and AlphaZero's revolutionary self-learning approach using Monte Carlo Tree Search and neural networks.
Honey Bee Conservation Using Deep Learning
Explore DeepBee: an innovative tool using deep learning for automatic honeybee colony assessment, streamlining the process of counting and classifying comb cells for beekeepers.
Reinforcement Learning - A Gentle Introduction and Industrial Application
Explore reinforcement learning's principles and real-world application in siphonic roof drainage systems, reducing fail rates by 70% for large buildings during heavy rainfall.
The More Data, the Better the AI, Isn't It?
Exploring data quality challenges in AI and deep learning, with insights on maintaining high-quality datasets for optimal algorithm performance in document data extraction.
Evolution 3.0 - Solve Your Everyday Problems with Genetic Algorithms
Explore genetic algorithms for solving everyday problems like scheduling and meal planning. Learn to code from scratch and understand algorithm stages for practical applications.
How We Used Reinforcement Learning to Solve the Abbey of Crime
Explore how AI and reinforcement learning were used to conquer the challenging 1987 RPG "Abbey of Crime," overcoming its complexity within 120k of data to complete the game autonomously.
Human - AI Interaction Loop Training as a New Approach for Interactive Learning
Explore a novel approach combining imitation learning with reinforcement learning methods, leveraging human feedback to enhance AI decision-making in complex environments.
Deep Learning - The Final Frontier for Time Series Analysis
Explore deep learning's potential in time series analysis, covering classification, prediction, and anomaly detection. Learn how neural networks can revolutionize processing of sequential data across various domains.
Automatic Image Cropping for Online Classifieds
Explore an AI-powered image cropping system for online classifieds, enhancing thumbnail attractiveness and buyer engagement through deep learning and salient region identification.
From Paper to Product - How We Implemented BERT
Explore the journey of implementing BERT in a natural language generation product, from initial research to production deployment. Learn about challenges, successes, and valuable lessons for NLP practitioners.