Nursat Sultana Kakon's Projects
A curated list of awesome embedding models tutorials, projects and communities.
A curated list of network embedding techniques.
A curated list of awesome Recommender System (Books, Conferences, Researchers, Papers, Github Repositories, Useful Sites, Youtube Videos)
Jupyter notebooks for our O'Reilly book "Blueprints for Text Analysis Using Python"
This is a final project for CS50x. This is a demo of a aviation service website including, helicopter rent, ticket booking and payment procedure.I use CSS, PHP, JavaScript, HTML, SQL for the project.
Course Files for Complete Python 3 Bootcamp Course on Udemy
Books for machine learning, deep learning, math, NLP, CV, RL, etc
App provides online counselling for psychologically distressed & addicted users.
Source repo for Docker's Documentation
FairER: Entity Resolution with Fairness Constraints
A review on the paper "Human Perceptions of Fairness in Algorithmic Decision Making: A Case Study of Criminal Risk Prediction"
šāØ Help beginners to contribute to open source projects
A repo of short "vignettes" illustrating statistical concepts
Interactive Tutorials
Linux kernel source tree
š Sharing course notes on all topics related to machine learning, NLP, and AI.
The Microsoft Scalable Noisy Speech Dataset (MS-SNSD) is a noisy speech dataset that can scale to arbitrary sizes depending on the number of speakers, noise types, and Speech to Noise Ratio (SNR) levels desired.
Network Analysis in Python
Examples and guides for using the OpenAI API
Tips and tricks for working with Large Language Models like OpenAI's GPT-4.
Summer Bootcamp I
EDA with SQL (MySQL)
The Book of Statistical Proofs
Statsmodels: statistical modeling and econometrics in Python