Live briefing
Everything about Apache SystemDS
Open-source machine learning system for end-to-end data science lifecycle
Apache SystemDS is an open source ML system for the end-to-end data science lifecycle. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Apache SystemDSA 5-minute orientation
- Skim a recent paper: Comparison of scoring systems: SOFA, APACHE-II, LODS, MODS, and SAPS-II in critically ill elderly sepsis patientsInfluential work since 2022
- Pick up a classic book: Unix System Administration HandbookThe most-reprinted book on the subject
- Read the landmark paper: The APACHE III Prognostic SystemCited 3,042 times
- Go sideways: Lists of open-source artificial intelligence softwareA closely related topic
- Go sideways: Amazon SageMakerA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
The APACHE III Prognostic System
APACHE—acute physiology and chronic health evaluation: a physiologically based classification system
Prediction of outcome in acute pancreatitis: A comparative study of APACHE II, clinical assessment and multiple factor scoring systems
APACHE II-A Severity of Disease Classification System
Predictive value of SAPS II and APACHE II scoring systems for patient outcome in medical intensive care unit
Predicting outcome among intensive care unit patients using computerised trend analysis of daily Apache II scores corrected for organ system failure
Validation of severity scoring systems SAPS II and APACHE II in a single-center population
Building a replicated logging system with Apache Kafka
🆕 Influential since 2022
Comparison of scoring systems: SOFA, APACHE-II, LODS, MODS, and SAPS-II in critically ill elderly sepsis patients
Apache Spark and MLlib-Based Intrusion Detection System or How the Big Data Technologies Can Secure the Data
APACHE scoring system and pressure injury risk for intensive care patients: A systematic review and meta‐analysis
Establishment and Effectiveness Evaluation of a Scoring System-RAAS (RDW, AGE, APACHE II, SOFA) for Sepsis by a Retrospective Analysis
Enhancing mortality prediction in intensive care units: improving APACHE II, SOFA, and SAPS II scoring systems using long short-term memory
📚 Books worth reading
Unix System Administration HandbookEvi Nemeth, Garth Snyder · 1989
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Lists of open-source artificial intelligence software These lists include projects which release their software under open-source licenses and are related to artificial intelligence projects. These include…
- Amazon SageMaker Amazon SageMaker AI is a cloud-based machine-learning platform that allows the creation, training, and deployment by developers of machine-learning (ML)…
- List of data science software This is a list of data science software and platforms used in data science, which includes programming languages, programming environments, machine learning…
- List of numerical-analysis software Listed here are notable end-user computer applications intended for use with numerical or data analysis: Analytica is a widely used proprietary software…
- Apache Spark Apache Spark is an open-source unified analytics engine for large-scale data processing. Spark provides an interface for programming clusters with implicit…
- List of Java software and tools This is a list of software and programming tools for the Java programming language, which includes frameworks, libraries, IDEs, build tools, application…
- List of Python software The Python programming language is actively used by many people, both in industry and academia, for a wide variety of purposes. Atom — an open-source cross-plat…
- Outline of machine learning The following outline is provided as an overview of, and topical guide to, machine learning: Machine learning (ML) is a subfield of artificial intelligence…