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nonstriater/Learn-Algorithms

A collection of algorithm learning notes, focused on fundamental data structures and algorithms.

8.9K
Experimental
C
Tutorials & Courses
Learning & Education
#algorithms#data-structures#programming-fundamentals

amueller/introduction_to_ml_with_python

Introduction to Machine Learning with Python, a book and code repository for learning ML fundamentals.

8.0K
Archived
Jupyter Notebook
LLM Frameworks
Tutorials & Courses
React
#machine-learning#python#tutorials

ljianshu/Blog

A blog focused on fundamental frontend knowledge and best practices, written by the author of the public account 'Frontend Craftsman'.

7.9K
Archived
JavaScript
Component Libraries (Vue/Svelte)
Frontend Frameworks
Vue
#frontend#vue#javascript

thejsway/thejsway

The JavaScript Way is a free online book that teaches JavaScript fundamentals for beginners.

7.9K
Archived
CSS
Frontend Frameworks
Books & Guides
JavaScript
#javascript#es2015#es6

iamtrask/Grokking-Deep-Learning

A repository for a book on understanding the fundamentals of deep learning.

7.7K
Archived
Jupyter Notebook
LLM Frameworks
Tutorials & Courses
#deep-learning#neural-networks#machine-learning

DA-southampton/NLP_ability

A comprehensive repository for NLP engineers, covering interview prep, fundamentals, and engineering skills.

7.5K
Archived
Python
NLP Frameworks
Tutorials & Courses
Python
#natural-language-processing#interview-prep#fundamentals

Visualize-ML/Book3_Elements-of-Mathematics

This GitHub repository is a book on the fundamentals of mathematics, covering topics from basic arithmetic to machine learning, written for developers interested in AI tools and applications.

7.4K
Stable
Jupyter Notebook
LLM Frameworks
Books & Guides
Jupyter Notebook
#machine-learning#mathematics#data-science

NirDiamant/Prompt_Engineering

Comprehensive tutorials and implementations for Prompt Engineering techniques, essential for mastering AI LLM interactions.

7.2K
Active
Jupyter Notebook
Prompt Engineering
LLM Frameworks
Jupyter Notebook
#ai#llm#prompt-engineering

JerBouma/FinanceDatabase

This is a comprehensive financial database with 300,000+ symbols including equities, currencies, and cryptocurrencies.

7.2K
Active
Python
Databases
API Frameworks
Python
#finance#equities#currencies

datawhalechina/so-large-lm

A repository that provides a comprehensive introduction to the fundamentals of large language models (LLMs).

6.8K
Stable
LLM Frameworks
#large-language-models#machine-learning#natural-language-processing

cezaraugusto/You-Dont-Know-JS

A book series that provides a deep dive into the fundamentals of JavaScript for developers.

5.8K
Stable
JavaScript
Books & Guides
#javascript#es6#es7

stdlib-js/stdlib

A fundamental numerical library for JavaScript and TypeScript developers.

5.8K
Active
JavaScript
API Frameworks
Databases
JavaScript
#math#numerical-computing#scientific-computing

epicweb-dev/react-fundamentals

A comprehensive workshop teaching the fundamentals of React, a popular JavaScript library for building user interfaces.

5.3K
Active
TypeScript
Component Libraries (React)
React
#react#typescript#workshop

gfxfundamentals/webgl-fundamentals

An open-source library that provides comprehensive tutorials and examples for learning WebGL fundamentals.

5.0K
Experimental
HTML
Frontend Frameworks
Tutorials & Courses
#webgl#3d-graphics#shaders

bukosabino/ta

Technical Analysis Library using Pandas and Numpy for financial data analysis and trading strategies.

4.9K
Archived
Jupyter Notebook
Pandas, Numpy
Backend Frameworks
Pandas
#financial-analysis#technical-analysis#trading-strategies

iam-veeramalla/Azure-zero-to-hero

A comprehensive repository to learn Azure fundamentals for DevOps engineers.

4.8K
Archived
HCL
API Frameworks
Containerization
#azure#devops#cloud

PacktPublishing/LLM-Engineers-Handbook

A practical guide for LLM engineers, covering fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices.

4.8K
Stable
Python
LLM Frameworks
ML Ops
AWS
#llm#mlops#aws

karlhorky/learn-to-program

Educational resources to learn web development fundamentals, focused on front-end and full-stack topics.

4.7K
Experimental
Frontend Frameworks
Backend Frameworks
React
#web-development#front-end#full-stack

oreilly-japan/deep-learning-from-scratch

Educational textbook implementation teaching deep learning fundamentals from scratch using NumPy

4.7K
Archived
Jupyter Notebook
Books & Guides
ML Ops
NumPy
#deep-learning#neural-networks#jupyter-notebook

JerBouma/FinanceToolkit

A comprehensive Python toolkit for transparent and efficient financial analysis across equities, commodities, and more.

4.5K
Stable
Python
API Frameworks
ORMs & Query Builders
Python
#financial-analysis#equities#commodities

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