Category 74

Machine Learning - Bayesian Linear Regression을 이용한 보험 비용 예측하기 Part1

데이터 출처 : www.kaggle.com/teertha/ushealthinsurancedataset US Health Insurance Dataset Insurance Premium Charges in US with important details for risk underwriting. www.kaggle.com ipynb file : github.com/sangHa0411/DataScience/blob/main/Insurance_Charges.ipynb sangHa0411/DataScience Contribute to sangHa0411/DataScience development by creating an account on GitHub. github.com 이번 포스팅에서는 다음 포스팅에서 얘기할..

Machine Learning 2020.10.10

Deep Learning - GloVe Embedding Layer을 이용한 Fake News 구별하기 Part2

데이터 출처 : www.kaggle.com/clmentbisaillon/fake-and-real-news-dataset Fake and real news dataset Classifying the news www.kaggle.com ipynb file :github.com/sangHa0411/DataScience/blob/main/FakeNews_Detection.ipynb sangHa0411/DataScience Contribute to sangHa0411/DataScience development by creating an account on GitHub. github.com 참고 자료 : www.kaggle.com/madz2000/nlp-using-glove-embeddings-99-87-accur..

Deep Learning 2020.10.10

Deep Learning - GloVe Embedding Layer을 이용한 Fake News 구별하기 Part1

데이터 출처 : www.kaggle.com/clmentbisaillon/fake-and-real-news-dataset Fake and real news dataset Classifying the news www.kaggle.com ipynb file :github.com/sangHa0411/DataScience/blob/main/FakeNews_Detection.ipynb sangHa0411/DataScience Contribute to sangHa0411/DataScience development by creating an account on GitHub. github.com 참고 자료 : www.kaggle.com/madz2000/nlp-using-glove-embeddings-99-87-accur..

Deep Learning 2020.10.10

Data Visualization - Corona Case를 Matplotlib animation으로 그래프 그리기

데이터 출처 : www.kaggle.com/imdevskp/corona-virus-reporti COVID-19 Dataset Number of Confirmed, Death and Recovered cases every day across the globe www.kaggle.com ipynb file : github.com/sangHa0411/DataScience/blob/main/Covid-19%20Day%20Analysis.ipynb sangHa0411/DataScience Contribute to sangHa0411/DataScience development by creating an account on GitHub. github.com 이번 포스팅에서는 2020 1월 말부터 2020 7월 말 ..

Data Visualization 2020.10.10

Deep Learning - Twitter Hate Speech 판별하기 Part2

데이터 출처 : www.kaggle.com/vkrahul/twitter-hate-speech Twitter hate speech www.kaggle.com ipynb file : github.com/sangHa0411/DataScience/blob/main/Twitter_Sentiment%20HateSpeech.ipynb sangHa0411/DataScience Contribute to sangHa0411/DataScience development by creating an account on GitHub. github.com Part1 포스팅 주소 : electronicprogrammers.com/32 Deep Learning - Twitter Hate Speech 판별하기 Part1 데이터 출처 : ..

Deep Learning 2020.10.10

Deep Learning - Twitter Hate Speech 판별하기 Part1

데이터 출처 : www.kaggle.com/vkrahul/twitter-hate-speech Twitter hate speech www.kaggle.com ipynb file : github.com/sangHa0411/DataScience/blob/main/Twitter_Sentiment%20HateSpeech.ipynb sangHa0411/DataScience Contribute to sangHa0411/DataScience development by creating an account on GitHub. github.com 이번 포스팅에서는 트위터에 있는 Hate Speech에 관련된 Tweet을 판별하는 RNN을 설계하는 과정을 정리할려고 합니다. Part1에서는 데이터 분석을 하고 Part2에서는..

Deep Learning 2020.10.10

Data Visualization - US Corona 분석하기 Part2

데이터 출처 : www.kaggle.com/fireballbyedimyrnmom/us-counties-covid-19-dataset US counties COVID 19 dataset NYT's github CSV on COVID19 per US counties www.kaggle.com ipynb file : github.com/sangHa0411/DataScience/blob/main/US%20Corona%20Cases.ipynb sangHa0411/DataScience Contribute to sangHa0411/DataScience development by creating an account on GitHub. github.com 이전 포스팅 : electronicprogrammers.com/2..

Data Visualization 2020.10.10

Deep Learning - 훈련된 CNN의 중간층 활성화 시각화하기

데이터 출처 : https://www.kaggle.com/puneet6060/intel-image-classification/notebooks Intel Image Classification Image Scene Classification of Multiclass www.kaggle.com ipynb file : github.com/sangHa0411/DataScience/blob/main/Intel%20Multi%20Image%20Classification.ipynb sangHa0411/DataScience Contribute to sangHa0411/DataScience development by creating an account on GitHub. github.com 이전 단계 포스팅 주소 : e..

Deep Learning 2020.10.10

Deep Learning - Multi Image Classification 위한 CNN 설계하기

데이터 출처 : https://www.kaggle.com/puneet6060/intel-image-classification/notebooks Intel Image Classification Image Scene Classification of Multiclass www.kaggle.com ipynb file : github.com/sangHa0411/DataScience/blob/main/Intel%20Multi%20Image%20Classification.ipynb sangHa0411/DataScience Contribute to sangHa0411/DataScience development by creating an account on GitHub. github.com 이번 포스팅에서는 여러 종류의..

Deep Learning 2020.10.08

Machine Learning - Logistic Regression 심장 병 여부 예측하기

데이터 출처 : www.kaggle.com/ronitf/heart-disease-uci Heart Disease UCI https://archive.ics.uci.edu/ml/datasets/Heart+Disease www.kaggle.com ipynb file : github.com/sangHa0411/DataScience/blob/main/Heart_Disease.ipynb sangHa0411/DataScience Contribute to sangHa0411/DataScience development by creating an account on GitHub. github.com 먼저 Pandas를 이용해서 데이터를 불러오겠습니다. 데이터의 총 갯수는 303개인 것을 확인할 수 있습니다. 데이터의 속..

Machine Learning 2020.10.07