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deploy-spark-streaming-ml

druid-satori-demo

🌊 Import Satori data to Druid with about 50 lines of Python

e-commerce-clothing-reviews

exdemon

A general purpose metrics monitor implemented with Apache Spark. Kafka source, Elastic sink, aggregate metrics, different analysis, notifications, actions, live configuration update, missing metrics, ...

fastbook

Draft of the fastai book

feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

flask_sparkml

Deploying PySpark ML Model on Google Compute Engine as a REST API

hadoop-fundamentals

Code for the Hadoop Fundamentals for Data Scientists course.

hands-on-ensemble-learning-with-python

Hands-On Ensemble Learning with Python, published by packt publishing

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

ibm-serverless-workshop

Build serverless applications with Apache OpenWhisk

interactive-coding-challenges

Huge update! Interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

iot-trucking-app-spark-structured-streaming

IoT Trucking App with Spark Structured Streaming

ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

jakevdp.github.io

Pythonic Perambulations website

kafka-spark-streaming-example

Simple examle for Spark Streaming over Kafka topic

kafka-streaming-click-analysis

Use Kafka and Apache Spark streaming to perform click stream analytics

kafka-streams-machine-learning-examples

This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, DeepLearning4 and other technologies.

learningspark

Scala examples for learning to use Spark

live-log-analyzer

Real-time (Nginx, PHP, syslog, "mysqladmin extended") log file analysis and plotting using Python, mongoDB, Orbited, and flot

loghub

A collection of system log datasets for massive log analysis

loglizer

A log analysis toolkit for automated anomaly detection

m2cgen

Transform ML models into a native code (Java, C, Python, etc.) with zero dependencies

machine-learning

machine-learning-specialization-university-of-washington-

Coursera Assignment and Project

machine-learning-with-python

Python code for common Machine Learning Algorithms

machine-learning-workflow-with-python

This is a comprehensive ML techniques with python: Define the Problem- Specify Inputs & Outputs- Data Collection- Exploratory data analysis -Data Preprocessing- Model Design- Training- Evaluation

machinelearninginaction

Source Code for the book: Machine Learning in Action published by Manning

machinelearningsamples

MachineLearning examples using Spark MLIB and Databricks