2018.12.01. 데이터 사이언스 뉴스레터

데이터 사이언스 뉴스레터 (wordcloud)

Designing a Self-Learning Tic-Tac-Toe Player
Keyword(freq): community(1), dataset(1), embedding(1), kernel(1), network(1), result(1), right(1), war(1), NA(NA), NA(NA)
LogicAI and Kaggle team up on Kaggle Days events in 2019 and beyond!
Keyword(freq): event(5), grandmaster(2), logicai(2), master(2), participant(2), application(1), effort(1), enthusiast(1), fan(1), hometown(1)

Request for Proposal: Topical Projects for January 2019
Keyword(freq): project(6), faq(2), instructor(2), achievement(1), advantage(1), analysis(1), benefit(1), hour(1), idea(1), outsource(1)
Cathy O’Neil discusses the current lack of fairness in artificial intelligence and much more.
Keyword(freq): algorithm(36), company(10), krono(9), question(9), scientist(8), death(7), teacher(6), decision(5), loop(5), problem(5)

Tutorial on Text Classification (NLP) using ULMFiT and fastai Library in Python
Keyword(freq): model(13), dataset(6), task(5), result(4), technique(4), kwarg(3), label(3), thank(3), application(2), document(2)
Highlights from DataHack Summit 2018 <U+2013> a Truly Overwhelming and Resounding Success!
Keyword(freq): attendee(3), leader(3), topic(3), workshop(3), folk(2), professional(2), session(2), analytics(1), auditorium(1), career(1)

How to Reduce Generalization Error in Deep Neural Networks With Activity Regularization in Keras
Keyword(freq): dataset(6), model(6), observation(6), set(6), circle(5), kera(5), plot(4), sample(4), network(3), output(3)
Activation Regularization for Reducing Generalization Error in Deep Learning Neural Networks
Keyword(freq): feature(23), value(12), model(10), activation(9), representation(9), network(8), autoencoder(5), example(5), type(5), weight(4)
How to Reduce Overfitting in Deep Neural Networks Using Weight Constraints in Keras
Keyword(freq): constraint(15), weight(12), set(6), dataset(4), kera(4), norm(4), observation(4), sample(4), layer(3), model(3)