mathsn,github

learndatascience

Open Content for self-directed learning in data science

learningr

Code to get started with a new RStudio project along with data

ml-workshop-1-of-4

Introduction to Machine learning with Python, 4h interactive workshop

ml-workshop-2-of-4

Intermediate Machine Learning with Scikit-learn, 4h interactive workshop

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topic Models.

nn-stochvol-calibrations

We implement the paper: Deep Learning Volatility

odsc2019

Material for "Differentiable programming with Flux" at ODSC East & Europe, 2019

odsc2019-dl-models-nlp

materials for my workshop "Latest Deep Learning Models for NLP" @ the European Open Data Science Conference 2019

odsc2019-voila-jupyter-web-app

Source code, materials and notebooks for the workshop @ ODSC London 2019

odsceurope2020

Repo for the ODSC Europe 2020 Workshop

odsc_2020_mlops

Code for custom inference model

odsc_sequence_modelling

Files and code for the ODSC tutorial "Sequence Modelling with Deep Learning"

onnx-odsc-tutorial

Tutorial for training PyTorch and Scikit-Learn machine learning models, converting them to onnx format, inferencing the converted model with onnxruntime and finally deploying them to Azure.