Discover @threecuptea Open Source projects

Sonya Ling (@threecuptea)

threecuptea

Stars
5
Global Rank 1,435,387 (Top 50 %)
Followers 2
Registered over 13 years ago
Most used languages

Scala
60.0 %

Jupyter Notebook
20.0 %

Java
20.0 %
Location 🇺🇸 United States
Country Total Rank 239,173
Country Ranking

Scala
2,046

ml-spark-sklearn-tensor

Practice examples from "Hands-on Machine Learning with Scikit-Learn & TensorFlow" and port them to Spark

Jupyter Notebook

spark-structured-streaming2

Collect various applications using spark structured streaming aggregation, window and join

spark_tutorial_2

spark-tutorial_2 collects what I worked on using spark scala 2 Dataset/ DataFrame, including A/B analysis on Tivo Danube pipeline and Movielens recommendation system

kafka-streams-examples

kafka-streams-example collects small projects that I worked on using Kafka streams. It was inspired by kafka-src streams-examples.

spark2_emr

It collects spark2 projects deployed to AWS EMR . Automate the whole process and successfully finished ALS recommendation jobs on 26 million Movielens data in 15 minutes using limited AWS resoures