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applied-ml

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

asset_management_data_analysis

business-analyst-in-a-credit-card-risk-modelling-department

cat-classifier-using-logistic-and-deep-neural-network-

data-science-question-answer

A repo for data science related questions and answers

datapreprocessing-visualization-tutorials

decision-support-system-for-a-financial-institution

deep-learning-roadmap

:satellite: All You Need to Know About Deep Learning - A kick-starter

e-maxx-eng

Translation of http://e-maxx.ru into English

flask_demos

A repo to practice building flask apps

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

intellij_trial

interview-resources

A non-overwhelming list of resources for tech interviews.

machine-learning

:earth_americas: machine learning tutorials (mainly in Python3)

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

machine-learning-interview

Machine Learning Interviews from FAAG, Snapchat, LinkedIn.

machine-learning-interview-enlightener

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

machine-learning-interview-questions

This repository is to prepare for Machine Learning interviews.

machine-learning-systems-design

A booklet on machine learning systems design with exercises

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

ml-system-design-pattern

System design patterns for machine learning

ml_engg

Ml engineering principals and practice

modelling-and-analysis-of-manufacturing-plant-for-avanti-manufacturing-consultants

puzzles-and-codes

Algorithms, puzzles

python-programming-specialization

Includes 2 projects

recognize-numbers-in-sign-language-for-speech-impaired-person

scheduling-delivery-system-optimization-for-centre-for-disease-control-prevention-using-drones

signal-strength-optimization-of-wireless-internet-experiance

skytrax-data-warehouse

A full data warehouse infrastructure with ETL pipelines running inside docker on Apache Airflow for data orchestration, AWS Redshift for cloud data warehouse and Metabase to serve the needs of data visualizations such as analytical dashboards.

statistical-learning-for-data-mining-projects