2018.11.03. 데이터 사이언스 뉴스레터

데이터 사이언스 뉴스레터 (wordcloud)

Kaggle Blog NEWS TITLE

• Pulse of the Competition: November Edition
  Keyword(freq): kernel(4), competition(2), kaggler(2), technique(2), tip(2), winner(2), astrophysic(1), atlas(1), backbone(1), cell(1)

• Data Notes: Chinese Tourism’s Impact on Taiwan
  Keyword(freq): forecast(2), dataset(1), election(1), flower(1), kernel(1), mathematic(1), model(1), provider(1), right(1), subspecy(1)

Data Camp NEWS TITLE

• Arnaub Chatterjee discusses artificial intelligence (AI) and machine learning (ML) in healthcare.
  Keyword(freq): company(33), patient(16), term(15), case(14), algorithm(13), model(9), startup(9), task(9), application(8), method(8)

Analytics Vidhya NEWS TITLE

• Top 5 Machine Learning GitHub Repositories & Reddit Discussions (October 2018)
  Keyword(freq): idea(4), model(4), project(4), skill(4), professional(3), scientist(3), thought(3), algorithm(2), detail(2), discussion(2)

• An Introduction to Text Summarization using the TextRank Algorithm (with Python implementation)
  Keyword(freq): sentence(22), article(9), vector(9), page(7), embedding(4), feature(3), score(3), similarity(3), stopword(3), thank(3)

• DataHack Radio #13: Data Science and AI in the Oil & Gas Industry with Yogendra Pandey, Ph.D.
  Keyword(freq): application(3), case(2), network(2), organization(2), rig(2), technique(2), advancement(1), algorithm(1), analytics(1), episode(1)

• An Intuitive Guide to Interpret a Random Forest Model using fastai library (Machine Learning for Programmers <U+2013> Part 2)
  Keyword(freq): feature(26), variable(23), prediction(20), value(17), result(12), category(7), column(7), model(7), row(5), tree(5)

• MADRaS: A Multi-Agent DRiving Simulator for Autonomous Driving Research
  Keyword(freq): agent(8), car(4), algorithm(3), behavior(3), driver(3), madra(2), oftorc(2), robot(2), scenario(2), simulator(2)

• A Computer Vision Approach to Hand Gesture Recognition
  Keyword(freq): gesture(8), value(7), angle(4), feature(4), sensor(4), acceleration(3), axe(2), cluster(2), soldier(2), algorithm(1)

Machine Learning Mastery NEWS TITLE

• LSTM Model Architecture for Rare Event Time Series Forecasting
  Keyword(freq): series(23), network(21), model(8), lstm(7), holiday(6), vector(6), event(5), forecast(4), outlier(4), result(4)

• Results From Comparing Classical and Machine Learning Methods for Time Series Forecasting
  Keyword(freq): method(73), concern(15), result(15), model(14), dataset(9), problem(8), observation(7), finding(6), algorithm(4), forecast(4)

• How to Develop Deep Learning Models for Univariate Time Series Forecasting
  Keyword(freq): observation(33), model(21), sale(21), step(12), feature(11), value(11), hyperparameter(9), network(9), score(9), prediction(8)