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100-nlp-papers

100 Must-Read NLP Papers

awesome-llms-datasets

Summarize existing representative LLMs text datasets.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-public-datasets

A topic-centric list of HQ open datasets.

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

codecademy_data_engineer_proj

data-engineer-handbook

This is a repo with links to everything you'd ever want to learn about data engineering

data-engineering-cookbook

The Data Engineering Cookbook

data-engineering-zoomcamp

Free Data Engineering course!

data-science-for-beginners

10 Weeks, 20 Lessons, Data Science for All!

data_analysis

databrick-west-us-space

developer-roadmap

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

devops-exercises

Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions

documentrepo

excursion

free-programming-books

:books: Freely available programming books

freecodecamp

freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.

generative-ai-for-beginners

12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

jupyter

Jupyter metapackage for installation, docs and chat

ml-for-beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

powerbi-desktop-samples

Power BI Desktop sample files for the monthly release. Here you can find the PBIX files used in the monthly release videos.

programming-math-science

This is a list of links to different freely available learning resources about computer programming, math, and science.

python

All Algorithms implemented in Python

system-design-101

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

top-cvpr-2023-papers

This repository is a curated collection of the most exciting and influential CVPR 2023 papers. 🔥 [Paper + Code]

vietnamese-provinces-database

A complete SQL dataset of Vietnamese administrative units, includes Vietnamese provinces, districts and wards