Update your skillset in Machine Learning (ML) / Artificial Intelligence (AI) to state-of-the-art in only 3 working days and one weekend, being taught by a team of industry-leading practitioners and top academics.
Work with real datasets from finance, economics, trading, and life sciences at one of the oldest and most beautiful colleges in Oxford: Christ Church.
Network with other leading data scientists, fintech industry leaders, and Oxford academics at the celebrated medieval Dining Hall.
Solve scientific, technical, and business challenges that matter to you under the guidance of our team of highly experienced tutors while staying and working in the rooms where Einstein and Lewis Carrol used to work and acquiring unforgettable memories of Britain’s most beautiful city.
Following an introduction to data science and the underlying mathematics, you will go up to Oxford to study the theory and practice machine learning on real examples. You will review, learn, and master:
- deep reinforcement learning
- dynamic programming
- high-frequency & big data
- Bayesian methods
- mathematics of neural nets
- convnets, RNNs
- advanced neural network architectures
- generative deep learning
- graph neural networks (GNNs)
- decision trees, random forests
- time series analysis
- Kalman and particle filtering
- Markov chain Monte Carlo
- workflow of ML
- feature engineering
- hyperparameter tuning
- NLP and alternative data
- GPUs for deep learning
- quantum computing