Sourav Saha's repositories
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
Awesome-Text-to-Image
A Survey on Text-to-Image Generation/Synthesis.
bidask
Efficient Estimation of Bid-Ask Spreads from Open, High, Low, and Close Prices
BSTE-dataset
Saha, Sourav; Arafat, Md Easin; Palash, Md Aminul Haque ; Farid, Dewan Md; Kaiser, M Shamim (2023), “Simulated data for bangali text localisation in natural image ”, Mendeley Data, V2, doi: 10.17632/h9kry9y46s.2
developer-roadmap
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
devops-exercises
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions
fastapi-sqlmodel-alembic
Sample FastAPI project that uses async SQLAlchemy, SQLModel, Postgres, Alembic, and Docker.
full-blockchain-solidity-course-js
Learn Blockchain, Solidity, and Full Stack Web3 Development with Javascript
HR-VITON
Official PyTorch implementation for the paper High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled Conditions (ECCV 2022).
LearningLog
Its a fundamental django project. Its a first time i am building Django project.
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
mixtral-offloading
Run Mixtral-8x7B models in Colab or consumer desktops
MLQuestions
Machine Learning and Computer Vision Engineer - Technical Interview Questions
NLP-Projects-NHV
NLP Projects playlist
P-tuning-v2
An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks
quant-finance-lectures
Learn quantitative finance with this comprehensive lecture series. Adapted from the Quantopian Lecture Series. Uses free sample data.
resume-categorization
In this Machine Learning project, I harness the power of advanced algorithms to effectively categorize resumes found within a specified directory. Through an intricate analysis of their content, the script automates the process of sorting these resumes, thereby enhancing and streamlining the hiring process. 🚀
serverless-ml-course
Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features