for data science mentoring course

PyTorch package for the discrete VAE used for DALL·E.

🎓 Path to a free self-taught education in Computer Science!

My implementation of 85+ popular data structures and algorithms and interview questions in Python 3 and C++

A list of remote-friendly or full-remote companies that targets iranian talents.

Custom Natural Language Processing with big and small models 🌲🌱

List of Development YouTube Channels

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

Hands-on Exploratory Data Analysis with Python, published by Packt

A curated list of NLP resources focused on Transformer networks, attention mechanism, GPT, BERT, ChatGPT, LLMs, and transfer learning.

The personal website/portfolio template by Hashir Shoaib. Built using React and Bootstrap.

This repo is a part of blog series on several web scraping projects where we will explore scraping techniques to crawl data from simple websites to websites using advanced protection.

Homework assignments for Computational Linguistics I

My Personal Website

The Python Control Systems Library is a Python module that implements basic operations for analysis and design of feedback control systems.

Clustering-based ML pipeline to predict Cardiovascular Disease (CVDs).

Files related to an insight data science project focused on predicting death in atherosclerosis patients from the MIMICIII database.

Using deep learning and machine learning to predict Cardiovascular disease(CVD)

Cardiovascular Disease data set with 70,000 records of patients data, 11 features + target.

The dataset consists of 70 000 records of patients data in 12 features, such as age, gender, systolic blood pressure, diastolic blood pressure, and etc. The target class "cardio" equals to 1, when …

A collective list of free APIs

Perform a survival analysis based on the time-to-event (death event) for the subjects. Compare machine learning models to assess the likelihood of a death by heart failure condition. This can be us…

Open source code for AlphaFold 2.

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

Popular algorithms explained in simple language with examples and links to their implementation in various programming languages and other required resources.

The Python Control Systems Library is a Python module that implements basic operations for analysis and design of feedback control systems.

Practice your pandas skills!

Data Science & Machine Learning projects and tutorials in python from beginner to advanced level.

For extensive instructor led learning

Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.