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2021

Materials for Applied Data Analysis CS-401, Fall 2021

ada_2022

Materials for Applied Data Analysis CS-401, Fall 2022

clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

data-science-interview-questions-answers

Curated list of data science interview questions and answers

deeplearning.ai

deeplearningproject

genderednews

Code of the GenderedNews project

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

ml-road

Machine Learning Resources, Practice and Research

mlquestions

Machine Learning and Computer Vision Engineer - Technical Interview Questions

optml

petlib

A python library that implements a number of Privacy Enhancing Technolgies

photomosaicproject

pycaret

An open-source, low-code machine learning library in Python

pyhessian

PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks

quotebank

Code and data for the WSDM '21 paper "Quotebank: A Corpus of Quotations from a Decade of News"

rag-llamaindex