Data Science
데이터사이언스/데이터분석 관련 포스트 (+머신러닝, 딥러닝)
2022
2021
2020
- 가능도(likelihood)와 최대가능도추정(MLE)
- [HO-ML] 9. 비지도학습
- EM Algorithm 쉽게 이해하기
- [HO-ML] 2. 머신러닝 프로젝트 처음부터 끝까지
- [HO-ML] 1. 한눈에보는 머신러닝
- 딥 러닝을 통한 자연어처리 입문 wikidocs 추천
- zeppelin 과 spark 연동시 삽질 에러 모음
- Using Random Forest Classifiers to Detect Duplicate Gazetteer Records (IEEE 2012)
- Toponym matching through deep neural networks
- Detecting Nearly Duplicated Records in Location Datasets
- zeppelin 설치하기
- sqoop 설치하기
- show and tell
- spark 클러스터링 모드로 분산처리하기
2019
- Flying Large Constellations using Automation and Big Data (2016)
- CHARTing the Future – An Offline Data Analysis & Reporting Toolkit to support Automated Decision-making in Flight Operations (2018)
- 빅데이터분석, 통계학
- text similarity 비교를 위한 여러 기법
- Onboard Observation Task Planning for an Autonomous Earth Observation Satellite Using Long Short-Term Memory
- Applications of Deep Learning Neural Networks to Satellite Telemetry Monitoring
- Big data based operations for space systems
- 빅데이터 분석 플랫폼 요약
- Using Twitter to Predict When Vulnerabilities will be Exploited
- Plus Size Models and Body Positivity - Focusing on Online Discourses around #Plussizemodel
- [ML] Perceptron
- [ML] Linear Regression Model
- [ML] Introduction
- [ML] Decision Tree Learning(DTL)
- [ML] Concept Learning
- HDFS 에서 특정 datanode만 start하는법
- 자주쓰이는 hdfs 명령어 정리
- python spark wordcount 해보기
- standalone으로 hadoop 설치시 설정값
- Real-time Event Detection on Social Data Streams (2019.07)
- Detection of Review Abuse via Semi-Supervised Binary Multi-Target Tensor Decomposition
- Predicting Evacuation Decisions using Representations of Individuals’ Pre-DisasterWeb Search Behavior
- HDFS Block read/write
- HDFS의 구성요소
- Characterizing Clickbaits on Instagram
- The Economics of Privacy
- The Economics of Information Security
- Social network analysis - Characteristics of online social networks after a disaster
- Mining Twitter Data for Improved Understanding of Disaster Resilience
- Hadoop & Spark 설치하기
- Very Deep Convolutional Networks for Text Classification
- Sequence to Sequence Learning with Neural Networks
