2018.11.24. 데이터 사이언스 뉴스레터

데이터 사이언스 뉴스레터 (wordcloud)

Kaggle Blog NEWS TITLE

• no new article

Data Camp NEWS TITLE

• Wes McKinney discusses data science tool building.
  Keyword(freq): pandas(60), project(22), developer(20), tool(15), lab(10), language(10), library(8), problem(8), set(7), statistics(7)

Analytics Vidhya NEWS TITLE

• 4 Secrets for a Future Ready Career in Data Science
  Keyword(freq): job(9), domain(5), scientist(5), process(3), role(3), skill(3), tool(3), business(2), change(2), document(2)

• Reinforcement Learning: Introduction to Monte Carlo Learning using the OpenAI Gym Toolkit
  Keyword(freq): episode(8), return(5), state(5), action(4), probability(4), reward(4), method(3), algorithm(2), article(2), bandit(2)

Machine Learning Mastery NEWS TITLE

• A Gentle Introduction to Weight Constraints to Reduce Generalization Error in Deep Learning
  Keyword(freq): weight(37), constraint(13), network(12), model(5), method(4), variable(4), detector(3), idea(3), layer(3), penalty(3)

• How to Reduce Overfitting of a Deep Learning Model with Weight Regularization
  Keyword(freq): model(8), result(8), value(8), dataset(6), network(6), set(6), epoch(4), example(4), kera(4), moon(4)

• Use Weight Regularization to Reduce Overfitting of Deep Learning Models
  Keyword(freq): weight(45), network(12), value(10), model(7), variable(7), input(5), change(4), penalty(4), approach(3), coefficient(3)