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Nursultan Baitlessov's Projects

carrer-effects-of-graduating-in-a-recession icon carrer-effects-of-graduating-in-a-recession

This project has studied the duration of career effects after graduating in a recession. The three categories of models were analyzed: search theory model, job mobility model, and human capital accumulation model.

graph-search-tool icon graph-search-tool

General search tool for both directed and undirected graph data structure in C++

scene-recognition-tool icon scene-recognition-tool

This repository has a multi-label scene attribute classifier trained on DenseNet, scene classifier trained on ResNet and a heat map generator that shows the important parts of the image for the classification task.

skill-analysis-for-jobs-in-tech-industry icon skill-analysis-for-jobs-in-tech-industry

This project provides analysis of the top skills required for different job categories in tech industry and how they relate to each other. Some NLP techniques were used, such as TF-IDF vectorization on scraped data. The analysis was conducted by using unsupervised learning techniques such as Hierarchical Agglomerative Clustering algorithm with complete linkage, t-SNE plots, silhouette plots, Latent Dirichlet allocation algorithm and etc.

streamly icon streamly

Streamly - Streamlit Assistant is designed to provide the latest updates from Streamlit, generate code snippets for Streamlit widgets, and answer questions about Streamlit's latest features, issues, and more

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