hemanthkumarsheetha
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System design interview for IT companies
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
Data Engineering Zoomcamp is a free nine-week course that covers the fundamentals of data engineering.
Learn ML engineering for free in 4 months!
Canadian Job Postings for Winter 2023 Internships, Summer 2023 Internships, Fall 2023 Internships, and 2023 Start New Grad
Implementation for Variational Information Bottleneck for Effective Low-resource Fine-tuning, ICLR 2021
A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.
Machine Learning and Computer Vision Engineer - Technical Interview Questions
A topic-centric list of HQ open datasets.
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
A game theoretic approach to explain the output of any machine learning model.
Series of the problem 💯 and solution ✅ asked by Daily Coding problem👨🎓 website.
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
A WebGL accelerated JavaScript library for training and deploying ML models.
Acceptance rates for the major AI conferences
Interview coding questions I've encountered.
Curated list of awesome GAN applications and demo
List of datasets to apply stats/machine learning/technology to the world of social good.
The goal of this project is to enable users to create cool web demos using the newly released OpenAI GPT-3 API with just a few lines of Python.
PyTorch package for the discrete VAE used for DALL·E.
Go through the list of accepted papers for ICLR in terminal and add them to your reading list.
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch