jonathandinu / spark-ray-data-science
Supporting content (slides and exercises) for the Pearson video series covering best practices for developing scalable applications with Spark and Ray in the context of a data scientist's standard workflow.
☆48Updated 2 years ago
Related projects: ⓘ
- Introduction to Ray Core Design Patterns and APIs.☆56Updated 8 months ago
- A series of Jupyter notebooks that walk you through Machine Learning with Apache Spark ecosystem using Spark MLlib, PyTorch and TensorFlo…☆73Updated 11 months ago
- O'Reilly Katacoda☆55Updated last year
- Scaling Python Machine Learning☆44Updated last year
- Best practices for engineering ML pipelines.☆37Updated 2 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆39Updated last year
- Instant search for and access to many datasets in Pyspark.☆34Updated last year
- Feast AWS guide using Redshift / Spectrum / DynamoDB to build a credit scoring model☆60Updated 2 years ago
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆51Updated 2 years ago
- Public source code for the Batch Processing with Apache Beam (Python) online course☆17Updated 3 years ago
- ☆18Updated 2 years ago
- The project completed for MLops Engineering Lab #1 by Team #1. See our wiki for more info☆16Updated 3 years ago
- Code samples for the Effective Data Science Infrastructure book☆106Updated last year
- ☆42Updated last year
- Scaling Machine Learning in Three Week course in a collaboration with O'Reilly following the guidance of Adi Polak's book - Scaling Machi…☆22Updated last year
- An example MLFlow project☆47Updated 2 years ago
- Serverless Python with Ray☆52Updated last year
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆36Updated 3 years ago
- Powerful rapid automatic EDA and feature engineering library with a very easy to use API 🌟☆53Updated 2 years ago
- Artificial Intelligence with Python Cookbook, published by Packt