Artificial Intelligence in Finance

About
Privacy
Disclaimer

Graph Chatbot

Related lectures (32)

Page 1 of 4

Explores the use of machine learning in algorithmic trading to optimize price signals and minimize slippage in futures markets.

Data Analysis to AI and ML, Social Media

Explores the evolution from data analysis to AI and ML, emphasizing big data, machine learning, and social media interaction.

Introduction to Data Science

Introduces the basics of data science, covering decision trees, machine learning advancements, and deep reinforcement learning.

Introduction to Machine Learning: Course Overview and Basics

Introduces the course structure and fundamental concepts of machine learning, including supervised learning and linear regression.

Trading Strategies: Measuring Market Dynamics

Explores trading strategies in mathematical finance, backtesting scientific models, and the challenges of non-stationary markets.

Data Science for Engineers: Part 2

Explores data manipulation, exploration, and visualization in data science projects using Python.

Introduction to Applied Data Analysis

Introduces the Applied Data Analysis course at EPFL, covering a broad range of data analysis topics and emphasizing continuous learning in data science.

Financial Big Data: Correlations and Response Functions

Explores financial big data analysis, focusing on correlations, response functions, and flash crashes.

Data Science in Personalized and Global Health: Privacy-Enhancing Technologies

Delves into data science in personalized and global health, emphasizing privacy-enhancing technologies and AI applications in healthcare.

Financial Ratio Analysis

Explores the importance of financial ratios in analyzing company performances and evaluating management strategies.