Big Data Session List
Airflow: your ally for automating machine learning and data pipelines
Enrica Pasqua, Bahadir Uyarer
Big Data, Infrastructure, Machine Learning, Data EngineeringAutomate your machine learning and data pipelines with Apache Airflow
CANCELED: Create CUDA kernels from Python using Numba and CuPy.
Valentin Haenel
Algorithms, Big Data, Data Science, Parallel ProgrammingLearn to program GPUs (e.g. Kernels) in Python with CuPy and Numba.
Detecting and Analyzing Solar Panels in Switzerland using Aerial Imagery
Martin Christen
Big Data, Computer Vision, Deep Learning, Data Science, Machine Learning, VisualisationDetecting Solar Panels from aerial imagery using #Python #DeepLearning #CrowdSourcing
Docker and Python - A Match made in Heaven
Dr. Hendrik Niemeyer
Big Data, DevOps, InfrastructureLearn how to build and ship Python software with Docker Containers.
Extended Ligthning Talks CANCELLED: Crunching Numbers Like a Journalist
Marie-Louise Timcke
Big Data, Data Science, StatisticsMarie will talk about how newsrooms work with data on a day to day basis, and how scientific accuracy fits in with the pace of news reporting.
Kartothek – Table management for cloud object stores powered by Apache Arrow and Dask
Florian Jetter
Big Data, Data EngineeringKartothek - Table management for cloud object stores powered by @ApacheArrow and @dask_dev
Law, ethics and machine learning – a curious ménage à trois
Dr. Benjamin Werthmann
Artificial Intelligence, Big Data, Machine LearningFind out and discuss how law and ethics should be included in a framework for machine learning that protects creativity and effectiveness
Practical DevOps for the busy data scientist
Dr. Tania Allard
Algorithms, Big Data, Data Science, DevOps, Machine LearningDevops for the busy data scientist: learn how to leverage these practices to improve your workflows
What we learned from scraping 1 billion webpages every month
Samet Atdag
Business & Start-Ups, Big Data, Infrastructure, Web, Data EngineeringWe broke the web via simple hacks. Instead of order, we caused chaos. How to fix that?
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