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applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

ca-covid19-cases-deaths-demographics

This data contains the California COVID tests, cases and deaths by demographic groups including age group, data is downloaded from California Open Data Portal

ca_covid_vaccines_administered_by_zip

Public Data from California Health and Human Services Open Data Portal providing COVID-19 Vaccine Data by ZIP Code in the State of California

ca_state_covid-19_cases_deaths_tests

This is a Public Data of California State COVID_19 Cases, Deaths and Tests from CALIFORNIA HEALTH AND HUMAN SERVICES OPEN DATA PORTAL

capstone-streamlit-hhaeri

This repository contains files for an app created for "The Data Incubator" Capstone Project by Hanieh Haeri. The app is created by streamlit and deployed to heroku. It plots true and predicted values of daily confirmed COVID cases for a selected county in state of California for school age population. The prediction was performed through timeseries forecasting using ARIMA.

causal-machine-learning-for-coupon-campaign-optimization

Causal Machine Learning for Coupon Campaign Optimization

clap-interpretable-predictions

Official codebase for the paper "Provable concept learning for interpretable predictions using variational inference".

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

coursera-machine-learning-engineering-for-prod-mlops-specialization

Programming assignments and quizzes from all courses within the Machine Learning Engineering for Production (MLOps) specialization offered by deeplearning.ai

covid-19-data

Data on COVID-19 (coronavirus) cases, deaths, hospitalizations, tests • All countries • Updated daily by Our World in Data

ctci-6th-edition-python

Cracking the Coding Interview 6th Ed. Python Solutions

data-science-from-scratch

code for Data Science From Scratch book

data-science-interviews

Data science interview questions and answers

data8assets

Assets for data8.org

datasciencebootcamp

Anything related to the course: projects, codes, data ...

dbacademy_large-language-models

Notebooks for Large Language Models (LLMs) Specialization

deeplearning-models

A collection of various deep learning architectures, models, and tips

docs

TensorFlow documentation

efficient_python_tricks_and_tools_for_data_scientists

Efficient Python Tricks and Tools for Data Scientists

flask-framework

Basic template for using Flask on Heroku

hanieh-s-portfolio

Hanieh Haeri Portfolio

house_prices

interpretable-ai-for-medical-imaging

Interpretable AI for Medical Imaging

interpreting-text-classifiers

Interpreting Text Classifiers

interpreting_image_classifiers

Interpreting Image Classifiers using Vision Explainer by OmniXAI

introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

keras-io

Keras documentation, hosted live at keras.io

leetcode-patterns

A curated list of leetcode questions grouped by their common patterns

llm-foundation-models

materials-sp22

Data 8 Public Materials for Spring 2022.