saniyaabushakimova Goto Github PK
Name: Saniya Abushakimova
Type: User
Bio: Aspiring MLE | SWE | DS | DE
Name: Saniya Abushakimova
Type: User
Bio: Aspiring MLE | SWE | DS | DE
Investigated how multi-class logistic regression would perform if the activation function was changed from softmax to sigmoid. It included mathematical analysis and empirical evaluation, such as rewriting the model from scratch. Tech: Python (Scikit-Learn, Pandas)
Conducted customer clustering, made detailed description for each customer group, and made churn analysis of the customers.
Given a video of an MMA fight, extract information from all pop-up windows that appear anywhere in the video.
Rewrote PLA and Pocket PLA algorithms from scratch, and analyzed their performance against Linear Regression model. Tech: Python (Pandas, NumPy)
Analyzed what factors influence the level of satisfaction of people living in developing countries. The analysis contained predictor subset selection with VIF, Mallow’s Cp and BIC scores, model validation, and remedial measures. The model performance was evaluated based on hypothesis testing. Tech: R (RStudio)
Conducted data analysis using statistical tools and complex visualizations; trained logistic regression, k-nn, kernelized svm, and random forest models; performed hyperparameter tuning and error analysis. Tech: Python (Seaborn, Matplotlib, Pandas, Scikit-Learn)
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.