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.
ℹ️ Feel free to browse around, below are some quick starting points.
- 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
- 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.
- tutorial-weather-KMI: Zavemtem weather in 2023.
- ml-skeleton-py: An opinionated project template that allows you to get started on a new machine learning project
- python-minimal-boilerplate: A minimal-yet-opinionated project template to kickstart a new Python project
- skeleton-pyspark: An opinionated project template that allows you to get started on an ETL job with PySpark
- 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. ❄️
- 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
- artyfarty: ggplot2 theme + palette presets
- cheek: Crontab-like scHeduler for Effective Execution of tasKs, cheek for short
- databooks: for sharing and caring about Jupyter notebooks ❤️
- dbt-fabric: dbt adapter for Microsoft Fabric Data Warehouses
- expiring-lru-cache: LRU caching with expiration period
- github-stats-card: ⭐️ a minimal but inclusive github stats badge ⭐️
- nbdefs2py: extract functions and classes from notebooks
- phonehome: KISS telemetry for FOSS packages
- rootsstyle: a dataroots inspired style for Matplotlib
- tf-profile: CLI tool to profile Terraform runs, written in Go
Check out all our events at dataroots.io/events/ or sign up to our weekly digest 👈
Our latest posts:
- Podcast Ep: #67 The AI Race: ChatGPT's New Web Search, Meta’s Llama AI Scaling Efforts & Python 3.13's Upgrades (07/11/2024)
- Inside the Roots Academy: The Launchpad for New Data Talent (04/11/2024)
- #technoshare summary - week 44 (04/11/2024)
- Podcast Ep: #66 From Will Smith to Meta's MovieGen: How AI Video Got Real. Plus Claude 3.5’s “Computer Use” & Open Source Tools (31/10/2024)
- #technoshare summary - week 43 (28/10/2024)
Check out all our posts at dataroots.io/blog/ 👈
Our open positions:
- ☀️ Business Developer
- 🛠 Data & Cloud Engineer
- ⛅️ Cloud (& Data) Engineer
- 📊 Data Management Engineer
- 🤖 Machine Learning Engineer
- 🧠 Expert Machine Learning Engineer
- 💡 MLOps Engineer
- 🔭 Data Strategy Consultant
- 🤝 Data Governance Expert
- 🎓 Internships
For more info check out dataroots.io/careers 👈
