dorianbg / lambda-architecture-demoLinks
Developing a Lambda Architecture pipeline using Apache Kafka, Spark Structured Streaming, Redshift, S3, Python
☆23Updated 5 years ago
Alternatives and similar repositories for lambda-architecture-demo
Users that are interested in lambda-architecture-demo are comparing it to the libraries listed below
Sorting:
- PyConDE & PyData Berlin 2019 Airflow Workshop: Airflow for machine learning pipelines.☆47Updated last year
- [Video]AWS Certified Machine Learning-Specialty (ML-S) Guide☆121Updated 4 months ago
- Repository used for Spark Trainings☆53Updated 2 years ago
- A code-based tutorial for production level data streaming with PySpark plus Optimus for data cleaning, Confluent Kafka, & Apache Drill u…☆26Updated 5 years ago
- A repository for a PySpark Cookbook by Tomasz Drabas and Denny Lee☆59Updated 6 years ago
- Churn Prediction with PySpark using MLlib and ML Packages☆56Updated 9 years ago
- Code to build a simple analytics data pipeline with Python☆102Updated 8 years ago
- ☆150Updated 7 years ago
- Code for my presentation: Using PySpark to Process Boat Loads of Data☆20Updated 7 years ago
- ☆16Updated 7 years ago
- Logistic Regression in Spark Streaming with Online Updating☆20Updated 8 years ago
- This is part of the Artificial Intelligence live course, hosted by Packtpub. In this repository, you can find information to build your e…☆15Updated 6 years ago
- Frank Kane's Taming Big Data with Apache Spark and Python, published by Packt☆123Updated 2 years ago
- My presentation at ODSC India 2018 about Deep Learning with Apache Spark☆27Updated 6 years ago
- MLFlow Spark Summit 2019 Presentation☆67Updated 6 years ago
- Workshop for Spark and Databricks☆54Updated 5 years ago
- Udacity Data Engineering Nanodegree Projects☆11Updated 5 years ago
- Basic tutorial of using Apache Airflow☆36Updated 6 years ago
- Example custom model image trainable and distributable via AWS SageMaker☆35Updated 2 years ago
- A simple Spark TDD example☆26Updated 7 years ago
- ☆8Updated 5 years ago
- Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'☆119Updated 2 years ago
- RedditR for Content Engagement and Recommendation☆21Updated 7 years ago
- Sentiment Analysis of a Twitter Topic with Spark Structured Streaming☆55Updated 6 years ago
- Repo for all my code on the articles I post on medium☆107Updated 2 years ago
- Deep Learning with Apache Spark and Deep Cognition☆59Updated 6 years ago
- Blog post on ETL pipelines with Airflow☆23Updated 4 years ago
- Pytest for Data Science Beginners☆58Updated 6 years ago
- Developed a data pipeline to automate data warehouse ETL by building custom airflow operators that handle the extraction, transformation,…☆90Updated 3 years ago
- Udacity Data Pipeline Exercises☆15Updated 4 years ago