Feature Engineering

concepts · 6 notes linked

Related: Machine Learning · Apache Spark · Scikit Learn · Machine Learning Pipelines · Nyse · Decision Tree · Financial Prediction · Vowpal Wabbit

Notes

• DZone: Programming & DevOps news, tutorials & tools — Databricks Feature Store eliminates training-serving skew via unified feature pipelines
• GitHub - kvh/ramp: Rapid Machine Learning Prototyping in Python — Pandas-based Python library for declarative ML feature and model exploration
• Machine Learning Done Wrong — Seven common practitioner mistakes in applied machine learning modeling
• Migrating an Sklearn model training Pipeline to Tensorflow Keras. — Porting sklearn preprocessing pipelines natively into Keras using EasyFlow
• Neglected machine learning ideas — Survey of underrepresented machine learning techniques missing from textbooks
• Stock Price Prediction With Big Data and Machine Learning — Spark MLLib decision-tree classifier for limit order book price movement prediction