Aravind Satyanarayanan's starred repositories
computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
papers-we-love
Papers from the computer science community to read and discuss.
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
data-engineering-zoomcamp
Free Data Engineering course!
awesome-algorithms
A curated list of awesome places to learn and/or practice algorithms.
MagicMirror
MagicMirror² is an open source modular smart mirror platform. With a growing list of installable modules, the MagicMirror² allows you to convert your hallway or bathroom mirror into your personal assistant.
deeplearning-models
A collection of various deep learning architectures, models, and tips
awesome-bigdata
A curated list of awesome big data frameworks, ressources and other awesomeness.
python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
leetcode-patterns
A pattern-based approach for learning technical interview questions
data-science-interviews
Data science interview questions and answers
awesome-web-scraping
List of libraries, tools and APIs for web scraping and data processing.
ml-coursera-python-assignments
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
start-machine-learning
A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2024 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!
Tech-Interview-Cheat-Sheet
Studying for a tech interview sucks. Here's an open source cheat sheet to help
deep-learning-book
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
awesome-opensource-data-engineering
An Awesome List of Open-Source Data Engineering Projects
Udacity-Data-Engineering-Projects
Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development.
DataEngineeringProject
Example end to end data engineering project.
business-machine-learning
A curated list of practical business machine learning (BML) and business data science (BDS) applications for Accounting, Customer, Employee, Legal, Management and Operations (by @firmai)
web-scraping
Detailed web scraping tutorials for dummies with financial data crawlers on Reddit WallStreetBets, CME (both options and futures), US Treasury, CFTC, LME, MacroTrends, SHFE and alternative data crawlers on Tomtom, BBC, Wall Street Journal, Al Jazeera, Reuters, Financial Times, Bloomberg, CNN, Fortune, The Economist
themlsbook
This repository is a supplement to the 'Machine Learning Simplified: A Gentle Introduction to Supervised Learning' book.
pyschedule
pyschedule - resource scheduling in python
awesome-kafka
A collection of kafka-resources
awesome-data-engineering
A curated list of data engineering tools for software developers