widyaamalia28 Goto Github PK
Name: Widya Amalia Rahma
Type: User
Bio: Data Analyst Wanna Be
Location: Indonesia
Name: Widya Amalia Rahma
Type: User
Bio: Data Analyst Wanna Be
Location: Indonesia
Jupyter code for bag of words model. The bag of words model is a way of representing text data when modeling text with machine learning algorithms. The bag of words model is simple to understand and implement and has seen great success in problems such as language modeling and document classification.
Survival analysis for colon data use RStudio
Regression Data Panel Code using RStudio for Analysis of the Effect of Per Capita GDRP and Number of Poor Citizens on Human Developement Index South Borneo
Jupyter code for genetic algorithm. Genetic algorithm reflects the process of natural selection where the fittest individuals are selected for reproduction in order to produce offspring of the next generation
This project is to classify the airbag use and other influences as a cause of death in car accident using Decision Tree, Naive Bayes, and Support Vector Machine. This project begins with data preprocessing, descriptive statistics, data visualization, prinicipal component analysis, and classification. Preprocessing data that is done is by imputation of missing value. Then proceed with descriptive statistics to determine the characteristics of the data using the mean, standard deviation, median, minimum, and maximum. The next stage is data visualization to present data in an informative form using correlograms, pie charts, and bar charts. To transform the correlated original variables by reducing a number of these variables so that they have smaller dimensions but can explain most of the diversity of the original variables, principal component analysis is used. The next step is a classification analysis using a decision tree, naive bayes, and support vector machine where each method uses two training tasting methods, repeated holdout and k-fold CV. The criteria for the goodness of the model use the accuracy, sensitivity (recall), specificity, ROC graph, and AUC value
Sentiment Analysis Based on Twitter Scrapping before
Jupyter notebook code for support vector machine using iris data. Support vector machine is a supervised machine learning model that uses classification algorithms for two-group classification problems. After giving an SVM model sets of labeled training data for each category, they’re able to categorize new text
Jupyter notebook code for twitter scrapping under title "Tedak Sinten" in Bahasa Indonesia
Jupyter Notebook code for twitter scrapping under "Tedak Sinten" in English
Jupyter notebook code for make a word cloud. Word cloud is a collection, or cluster, of words depicted in different sizes. The bigger and bolder the word appears, the more often it’s mentioned within a given text and the more important it is
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.