AI Hack is Imperial College Data Science Society's annual datathon where students get to showcase their analytics skills and meet like-minded aspiring data scientists.
AI Hack will take place at the South Kensington Campus of Imperial College London on the weekend of the 29th of February — 1st of March.
To be able to produce a good submission, we would recommend some familiarity with some of the following things:
- Data and software engineering: pandas, dplyr, ggplot, matplotlib, seaborn, PyTorch, TensorFlow, Tableau, parallelisation, docker, GCP or AWS, ipython…
- Machine learning: Nonparametric smoothing, random forests, finite and infinite mixture models, XGboost, kernel methods, Gaussian processes, neural networks, autoencoders…
- Statistical modelling: frequentist and Bayesian linear models, frequentist and Bayesian hypothesis testing, Monte Carlo methods, bootstrap simulations, PCA…
We recommend Python, but you could also use R, Julia or any language that can be used for scientific computing.
You will get the opportunity to meet new people and teammates at a pre-datathon networking event.
Sadly we won't be able to accommodate people who miss the sign-up date.