A Hacker's Guide to Blockchain, Smart Contracts, and NFTs
Explore blockchain technology, smart contracts, and NFTs from a hacker's perspective, gaining insights into security implications and potential vulnerabilities.
Artificial Intelligence and Society - In Conversation With Jeff Sachs
Exploring AI's societal impact, Jeff Sachs discusses potential utopian and dystopian outcomes, emphasizing the importance of governance in shaping the future of technology and its effects on work, wealth, and privacy.
An Unethical Optimisation Principle
Explore the ethical implications of AI optimization strategies and their potential for unintended consequences in financial markets and AI regulation.
The Problem of Governance in Distributed Ledger Technologies - Professor Vili Lehdonvirta, OII
Explore governance challenges in distributed ledger technologies, examining economic organization, cooperation problems, and solutions through the lens of Bitcoin's development and debates.
Training a Neural Network - Implementing Backpropagation and Gradient Descent from Scratch
Implement backpropagation and gradient descent from scratch in Python, training a neural network to perform arithmetic sum. Includes step-by-step coding and explanations.
Automated Insights in Finance Using Machine Learning & AI
Explore AI and ML techniques for extracting actionable insights from alternative data sources in finance, leading to profitable trading strategies and robust portfolio construction.
Humans & AI in Financial Services - The Future - Samik Chandarana - ODSC Europe 2019
Explore the future of AI in finance with Samik Chandarana's keynote, covering data-driven decisions, deep neural nets, and AI applications in trading, payments, and natural language processing.
Fraud Detection in Bitcoin Payment Networks
Explore fraud detection in Bitcoin networks using machine learning, covering techniques like deep learning and entity recognition for effective cryptocurrency security.
Addressing Issues of Equity and Youth Agency in Computing Education Through a Graphic Novel
Explore equity and youth agency in computing education through a graphic novel, empowering students and educators to critically engage with technology's ethical complexities and societal impact.
Optimization Crash Course
Explore geometric methods in optimization and sampling, covering key topics like convexity, optimality, and gradient descent with expert insights from MIT's Ashia Wilson.
The AI Economist- Improving Equality and Productivity with AI-Driven Tax Policies
Explore AI-driven tax policies for improved economic equality and productivity, featuring deep learning, reinforcement learning, and multi-agent simulations in a simplified economic model.
Zexe- Enabling Decentralized Private Computation
Explore decentralized private computation with ZEXE, addressing scalability and privacy in blockchain systems for digital asset trading and custom access control.
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.
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.
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.
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.
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.
On the Inherent Fragility of DeFi Lending
Explore the vulnerabilities of decentralized finance lending, focusing on crypto collateral volatility, smart contracts, and market dynamics. Gain insights into DeFi risks and potential improvements.
Arbitrage-Free Yield Curve and Bond Price Forecasting by Deep Neural Networks
Explore deep neural networks for arbitrage-free yield curve and bond price forecasting, enhancing quantitative finance strategies and market predictions.