Arpine's starred repositories
Working-in-a-Linux-Environment
Picsart Academy's Sandbox department's Working in a Linux Environment Module's Materials and Resources (Sandbox Modules)
llm-twin-course
๐ค ๐๐ฒ๐ฎ๐ฟ๐ป for ๐ณ๐ฟ๐ฒ๐ฒ how to ๐ฏ๐๐ถ๐น๐ฑ an end-to-end ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐ผ๐ป-๐ฟ๐ฒ๐ฎ๐ฑ๐ ๐๐๐ & ๐ฅ๐๐ ๐๐๐๐๐ฒ๐บ using ๐๐๐ ๐ข๐ฝ๐ best practices: ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 12 ๐ฉ๐ข๐ฏ๐ฅ๐ด-๐ฐ๐ฏ ๐ญ๐ฆ๐ด๐ด๐ฐ๐ฏ๐ด
llm-zoomcamp
LLM Zoomcamp - a free online course about building a Q&A system
python_devops_book
[Book-2020] Python For DevOps: Learn Ruthlessly Effective Automation
Data_Preprocessing_in_ML
Various data preprocessing methods; encoding categorical features; Bias-Variance tradeoff; K- fold cross validation
MachineLearning_notes
Machine learning and deep learning resources
Linear-Algebra-With-Python
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.
approachingalmost
Approaching (Almost) Any Machine Learning Problem
machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
id-card-detector
:credit_card: Detecting the National Identification Cards with Deep Learning (Faster R-CNN)
awesome-python
An opinionated list of awesome Python frameworks, libraries, software and resources.
data-engineering-zoomcamp
Free Data Engineering course!
Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
machine-learning-resources
A curated list of awesome machine learning frameworks, libraries, courses, books and many more.
PySimpleGUI
Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, WxPython, and Remi into a simple, intuitive, and fun experience for both hobbyists and expert users.
what-happens-when
An attempt to answer the age old interview question "What happens when you type google.com into your browser and press enter?"
Mathematics-for-ML
๐งฎ A collection of resources to learn mathematics for machine learning
AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
God-Level-AI
A collection of scientific methods, processes, algorithms, and systems to build stories & models.
Probability
Applied Probability Theory for Everyone
machine-learning-zoomcamp
Learn ML engineering for free in 4 months!
ML-foundations
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Machine-Learning-from-Scratch
Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.
best-of-ml-python
๐ A ranked list of awesome machine learning Python libraries. Updated weekly.