The AI Trinity - Data + Algorithms + Infrastructure
Explore the AI trinity: data, algorithms, and infrastructure. Learn about named entity recognition, active learning, crowdsourcing, data augmentation, and neural rendering models.
Randomized Least Squares Regression - Combining Model- and Algorithm-Induced Uncertainties
Explore randomized least squares regression, combining model and algorithm uncertainties for improved statistical analysis and numerical linear algebra applications.
WAVE: A Decentralized Authorization Framework from Transparency Logs
Explore decentralized authorization with WAVE, a framework leveraging transparency logs. Learn about challenges, graph-based approaches, and comparisons to traditional systems.
Natural Language Processing - Deciphering the Message Within the Message Stock Selection
Explore NLP techniques for stock selection using earnings call transcripts, focusing on sentiment and behavioral signals that have shown historical effectiveness in the U.S. market.
Challenges and Opportunities in Applying Machine Learning - Alex Jaimes - ODSC East 2018
Explore strategies for effective machine learning implementation, covering data quality, metrics selection, error handling, and process optimization to maximize real-world impact and avoid common pitfalls.
The Adoption of AI in Business - Opportunities and Challenges - Sam Ransbotham - ODSC East 2018
Explore AI adoption in business: organizational readiness, challenges, and impacts on roles. Gain insights from MIT research on integrating AI into corporate strategies and processes.
Using Free Text for Predictive Modeling
Explore efficient text representation for predictive analytics, covering techniques to transform varied-length text into fixed-length vectors for machine learning applications like sentiment analysis and news classification.
The IoT Data Prism - Capturing Value in the Connected World
Explore IoT analytics for mission operations using "The Data Prism" framework. Learn about edge analytics, big data, and real-time problem-solving in connected ecosystems to enhance efficiency and decision-making.
Why We Need Architects and Architecture on Agile Projects
Explores the role of architects in agile projects, emphasizing stewardship, sustainable development, and techniques for managing architectural tasks and risks in complex software development.
NFT Architecture Design for Blockchain Projects
Explore blockchain and NFT architecture for commercial, enterprise, and government applications. Learn key differences from traditional databases and practical deployment strategies.
Less Code, More Impact - User-Centric Software Design Workshop
Interactive workshop on user-centric software design, focusing on listening to users, wireframing ideas, and testing work. Learn practical methods for effective collaboration and alignment in product development.
Blockchain Explained and Applied to Industrial IoT
Explore blockchain's impact on Industrial IoT, from understanding basics to applying it in your organization. Learn about decentralization, smart contracts, and the future of connected devices.
Cost-effective Telemetry Solutions: Balancing Between Blind and Broke - Lecture 6
Explore cost-effective telemetry strategies for modern operations, balancing between blindness and financial constraints through multi-provider solutions and innovative approaches.
How Your Organization Is Killing Your Software - Improving Team and Product Architecture
Explore organizational impact on software development, team dynamics, and strategies to enhance productivity and product quality. Learn to navigate technical debt, rewriting challenges, and team structuring.
How to Use AI for Perfect Voice-to-Text Notes in Notion
Discover how to create perfect voice-to-text notes using AI tools like ChatGPT and Whisper, automating transcription and summarization for effortless note-taking in Notion.
AI in the Exam Room - Ethical Concerns of DNA Collection and Usage
Explore the ethical implications of AI and biometric data in healthcare and beyond. Discover who has access to your genetic information and why it matters for privacy and security.
Ethics and Leadership in AI: Addressing Bias and Shaping the Future - 2020 NCSSM Conference Keynote
Explore AI ethics, bias, and societal impact with tech leader Phaedra Boinodiris. Gain insights on data privacy, future skills, and the role of education in shaping ethical AI development and implementation.
Can ML Help in Solving Cargo Capacity Management Booking Control Problems
Explore ML applications in cargo capacity management, focusing on booking control problems and predicting solution costs for discrete optimization in revenue management.
Create NFT in Minutes - Mini Crash Course Speedrun
Learn to create and sell NFTs quickly using NFTPort, exploring their potential for developers in the blockchain space.
Flash Loans, Miner Extractable Value and Efficient Settlement - Joint with Alfred Lehar
Explore flash loans, miner extractable value, and efficient settlement in blockchain systems. Gain insights into decentralized finance challenges and potential solutions.
DeFi- Finance 2.0?
Explore decentralized finance's potential, risks, and innovations in blockchain technology, covering key concepts, protocols, and security challenges in the evolving financial landscape.