🖖 Welcome to Dataroots' GitHub org
Dataroots was founded out of a strong belief that AI & data-driven solutions can be used by companies to gain a competitive edge in terms of company processes, customer interactions and legal compliance. Our mission is to deliver data-driven solutions with unrivalled longevity and business impact for our clients.
Terraform
- terraform-module-azure-datalake: Terraform module for an Azure Data Lake
- terraform-module-kubeflow: Kubeflow deployment purely in Terraform
- terraform-aws-ecs-airflow: A terraform module that creates an airflow instance in AWS ECS
- terraform-module-kubernetes-application: Terraform module for a kubernetes application
- terraform-provider-kubeflowpipelines: Terraform provider for Kubeflow pipelines API
- terraform-module-azure-storage-sas: Terraform module for Azure Storage SAS tokens
- terraform-module-azure-snowflake: Terraform module for Snowflake on Azure
Tutorials
- tutorial-great-expectations: A tutorial for the Great Expectations library.
- tutorial-face-mask-detection: A tutorial to detect masks, using MobileNetV1.
- tutorial-mlops: A tutorial to learn MLOps best practices with an example using DVC, pycaret and MLflow.
, with its exercises
- tutorial-hyperparameter-optimization: A tutorial to know about the latest hyperparameters optimization techniques.
- tutorial-streamlit-demo: A demo of what you can do with streamlit.
- tutorial-anomalib-demo: A demo of what you can do with anomalib to detect anomalies in images.
Templates
- ml-skeleton-py: An opinionated project template that allows you to get started on a new machine learning project.
- skeleton-pyspark: An opinionated project template that allows you to get started on an ETL job with PySpark.
Models
- face-mask-detection: A face mask detection model
😷 - fresh-coffee-listener: Sound detection model to automatically count coffee consumption
☕️ - snowflake-ml: Toy use case on how to use Snowflake as a full ML platform.
❄️
Rootsacademy Projects:
- bikefitting: A project to use video of someone biking to get a recommendation on the optimal saddle height
- terraform-module-azure-snowflake: Terraform module for Snowflake on Azure
Open source packages
- databooks: for sharing and caring about Jupyter notebooks
❤️ - cheek: Crontab-like scHeduler for Effective Execution of tasKs, cheek for short
- phonehome: KISS telemetry for FOSS packages
- expiring-lru-cache: LRU caching with expiration period
- rootsstyle: a dataroots inspired style for Matplotlib
- artyfarty: ggplot2 theme + palette presets
Our events 🍻
Check out all our events at dataroots.io/events/ or sign up to our weekly digest
Our blog ✍️
Our latest posts:
- SOS - RuntimeError: CUDA Out of memory (27/03/2023)
- A gentle introduction to blockchain (19/03/2023)
- Quantitatively measuring speech quality and training a text-to-speech model for Flemish Dutch (05/03/2023)
- Is edge computing just a buzzword? (26/02/2023)
- Changepoint detection with Prophet (19/02/2023)
Check out all our posts at dataroots.io/research/contributions/
Join our team! ❤️
Our open positions:
🕹 Tech Lead Data & Cloud🛠 Experienced Data Engineer🛠 Experienced Data Engineer🇳🇱 🛠 Experienced Data Engineer🇪🇸 🛠 Experienced Analytics Engineer⛅️ Experienced Cloud Engineer🤖 Experienced Machine Learning Engineer📊 Data Analyst🤝 Data Strategy Consultant🤝 Data Governance Expert🛠 Junior Data Engineer🤝 Junior Data Strategy Consultant🤖 Junior Machine Learning Engineer
For more info check out dataroots.io/careers
