autogluon automated-machine-learning automl computer-vision data-science deep-learning ensemble-learning forecasting gluon hyperparameter-optimization machine-learning natural-language-processing object-detection python pytorch scikit-learn structured-data tabular-data time-series transfer-learning

automl big-data data-science deep-learning distributed ensemble-learning gbm gpu h2o h2o-automl hadoop java machine-learning naive-bayes opensource pca python r random-forest spark

deep-kernel-learning deep-learning electron-microscopy ensemble-learning fully-convolutional-networks google-colaboratory imaging jupyter-notebook machine-learning materials materials-science microscopy multivariate-analysis pytorch scanning-probe-microscopy semantic-segmentation variational-autoencoders

bagging data-science dataflow-programming ensemble-learning machine-learning mlr3 pipelines preprocessing r r-package stacking

anomaly-detection automl benchmarking ensemble-learning forecasting machine-learning time-series

classification clustering data-science ensemble-learning julia machine-learning pipeline pipelines predictive-modeling regression stacking statistics tuning tuning-parameters

Engineering (40%)

automl chaining classification data-mining data-mining-algorithms data-science ensemble-learning julia machine-learning machine-learning-models pipeline pipeline-optimization pipeline-structure scikitlearn-wrapper stacking symbolic-expressions symbolic-pipeline

brain-connectivity decision-trees dipy dmri ensemble-learning ensemble-sampling fmri fuzzy-logic graph-neural-networks gridsearch multiverse networks networkx nilearn nipype optimization tractography workflow

classification cnn convolutional-neural-networks data-mining deep-learning deep-neural-networks dnn ensemble-learning image-classification information-retrieval keras machine-learning multimodel recurrent-neural-networks rnn tensorflow text-classification text-mining

dask ensemble-learning gene-regulation gradient-boosting inference machine-learning network python random-forest scalable

aggregation data-mining data-science ensemble-learning machine-learning machine-learning-pipelines model-combination pipeline-framework python

big-data cross-validation ensemble ensemble-learning machine-learning machine-learning-algorithms r

artificial-intelligence biomedical-image-analysis brain-segmentation brain-tumor brain-tumor-segmentation brats deep-convolutional-neural-networks deep-learning ensemble-learning medical-image-analysis segmentation

ensemble ensemble-learning forecast forecasting modeltime r-package stacking stacking-ensemble tidymodels time time-series timeseries

causal-inference ensemble-learning iptw statistical-inference tmle

deep-learning ensemble-learning machine-learning materials-science neural-networks

cryo-em ensemble-learning graph-theory integer-linear-programming particle-picking

catboost cyber-security data-preprocessing ensemble-learning feature-engineering imbalanced-data jupyter-notebooks kaggle lightgbm machine-learning outlier-detection random-forest xgboost

abnormality-detection chest-xray efficientnet ensemble-learning medical-image-analysis vindr-cxr yolo