This repository implements a real-time credit card fraud detection pipeline using Kafka, Spark and Cassandra. Kafka continuously produces credit card transactions that will be analyzed by the Spark Streaming job in real-time. Meanwhile, classified transaction records will be displayed on the dashboard for visualization.
☆25Feb 3, 2021Updated 5 years ago
Alternatives and similar repositories for real-time-fraud-detection
Users that are interested in real-time-fraud-detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Big Data project leveraging AWS services and Apache frameworks to identify and visualize fraudulent credit card transaction patterns, p…☆27Feb 29, 2024Updated 2 years ago
- Real-time Credit card Fraud detection using Spark Streaming, Spark ML, Spark SQL, Kafka, Cassandra and Airflow☆12Jul 1, 2022Updated 4 years ago
- A scraper made using beautiful soup 4 in python. Tailor made for extracting news from moneycontrol.com. Issue pull request for different …☆12Jun 21, 2020Updated 6 years ago
- Pipeline for ML/DL solutions: Build the model, create an API to interact with it, containerize it and deploy it☆17Dec 17, 2020Updated 5 years ago
- ☆19Jul 8, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Udacity Data Streaming Nanodegree Program☆24Feb 20, 2021Updated 5 years ago
- Introduction to MLflow and Using MLflow with an Anaconda Environment☆11Sep 17, 2020Updated 5 years ago
- Scripts and code written whilst learning and experimenting with machine learning☆12Jul 18, 2022Updated 4 years ago
- ☆17Feb 5, 2021Updated 5 years ago
- Distributed Data Systems with Azure Databricks, published by Packt☆12Jan 18, 2023Updated 3 years ago
- In this project, we will build and ETL(Extract,Transform,Load) pipeline using the Spotify API on AWS. The pipeline will retrieve data fro…☆25May 6, 2023Updated 3 years ago
- Google FSI Accelerator Pattern☆13Jun 18, 2024Updated 2 years ago
- This sample shows how to create two Azure Container Apps that use OpenAI, LangChain, ChromaDB, and Chainlit using Terraform.☆11May 7, 2024Updated 2 years ago
- Simple demonstration of how to build a complex real time machine learning visualization tool.☆16Mar 26, 2016Updated 10 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆12Oct 15, 2023Updated 2 years ago
- Spark Standalone & Livy☆11Jul 13, 2021Updated 5 years ago
- MongoDB Change Streams and Kafka Example Application☆14Nov 16, 2017Updated 8 years ago
- Spark + Jupyer + Hive☆16Sep 22, 2015Updated 10 years ago
- Online-lending fraud detection with customers' sequential behavioral data (End-to-end ML and NLP project).☆20Dec 12, 2020Updated 5 years ago
- Demonstrating and Building ML pipelines in Airflow☆11Jun 12, 2021Updated 5 years ago
- Awesome Question Answering☆28Oct 14, 2022Updated 3 years ago
- The collection of exercises I did during Ironhack's Data Science bootcamp.☆15May 8, 2020Updated 6 years ago
- This is a fun Python project that allows you to chat with a chatbot about the PDF you uploaded. and generate a PDF transcript of the conv…☆39Jul 25, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Apache Kafka from Scratch☆14Nov 8, 2015Updated 10 years ago
- Learn Python imports☆21Oct 7, 2021Updated 4 years ago
- Simple application implementing Change Data Capture using Kafka Streams.☆19Dec 31, 2019Updated 6 years ago
- Docker build project to setup a lightweight hadoop cluster containing hadoop, pig, zookeeper, hbase, phoenix, storm, kafka, kafka manager☆23Jun 17, 2017Updated 9 years ago
- Repositorios de código para el libro "Introducción a Apache Spark para empezar a programar el Big Data"☆14Nov 22, 2015Updated 10 years ago
- Application of K-means clustering. Prediction of customer churn using Multi-layer Perceptron ANN, Logistic Regression, SVM-RBF and Random…☆15Dec 20, 2025Updated 8 months ago
- Returns if the cheapest available flight is a good deal☆15Jan 29, 2026Updated 7 months ago
- Ejercicios prácticos (con diferente grado de dificultad) del gestor de bases de datos relacionales MySQL.☆11Feb 7, 2022Updated 4 years ago
- Content Based Recommendation system uses attributes of the content to recommend similar content. It doesn't have a cold-start problem bec…☆18May 2, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A sample implementation of stream writes to an Iceberg table on GCS using Flink and reading it using Trino☆22May 30, 2022Updated 4 years ago
- Python learning to rank tutorial using Azure Cognitive Search☆16Jul 20, 2020Updated 6 years ago
- All Data Engineering notebooks from Datacamp course☆116Dec 11, 2019Updated 6 years ago
- This is a simple iris flower classification model deployment project as flask app on Docker or Kubernetes.☆11Feb 16, 2022Updated 4 years ago
- ☆36Oct 28, 2022Updated 3 years ago
- ☆11Aug 22, 2023Updated 3 years ago
- A fun little data analysis project to whether American prefers Mexican food over Italian food or Chinese Food.☆12Sep 11, 2017Updated 8 years ago