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microsoft/ML-For-Beginners

Beginner-friendly machine learning course with 12 weeks, 26 lessons, and 52 quizzes

84.1K
Active
Jupyter Notebook
Tutorials & Courses
#machine-learning#data-science#education

apache/superset

A modern, enterprise-ready business intelligence web application for data visualization and exploration.

70.8K
Active
TypeScript
Search
Admin Dashboards
React
#data-visualization#business-intelligence#analytics

scikit-learn/scikit-learn

Python machine learning library for data analysis and statistics

65.3K
Active
Python
ML Ops
Python
#machine-learning#data-analysis#statistics

keras-team/keras

Keras 3 is a multi-backend deep learning framework for building and training models with support for JAX, TensorFlow, PyTorch, and OpenVINO.

63.9K
Active
Python
Computer Vision
ML Ops
TensorFlow
#deep-learning#machine-learning#neural-networks

Asabeneh/30-Days-Of-Python

Comprehensive Python learning guide with 30 days of structured lessons and exercises

59.0K
Active
Python
Tutorials & Courses
Python
#python#tutorial#beginners

pandas-dev/pandas

Core data analysis library for Python with labeled data structures and statistical functions

48.1K
Active
Python
ETL & Pipelines
Testing
Python
#data-analysis#pandas#python

GokuMohandas/Made-With-ML

Learn to build production-grade ML applications with code and best practices

46.6K
Archived
Jupyter Notebook
ML Ops
Tutorials & Courses
Jupyter Notebook
#machine-learning#mlops#data-science

apache/airflow

Apache Airflow for workflow orchestration

44.5K
Active
Python
ETL & Pipelines
Background Jobs
Python
#airflow#data-pipelines#workflow-orchestration

streamlit/streamlit

Streamlit is a Python library for building and sharing interactive data apps quickly.

43.7K
Active
Python
CLI Tools
ETL & Pipelines
Python
#data-apps#interactive-visualization#python

gradio-app/gradio

Gradio App for building and sharing delightful machine learning apps

41.9K
Active
Python
AI Code Editors
Gradio
#gradio#machine learning#python app

ray-project/ray

Ray is a unified framework for scaling AI and Python applications with distributed computing and ML libraries.

41.6K
Active
Python
ML Ops
Containerization
Python
#distributed-computing#ml-ops#ai-framework

microsoft/Data-Science-For-Beginners

Comprehensive data science curriculum for beginners with 20 lessons and project-based learning.

34.1K
Active
Jupyter Notebook
Tutorials & Courses
#data-science#beginners#curriculum

explosion/spaCy

Industrial-strength NLP library for Python with pretrained models and fast processing

33.3K
Stable
Python
LLM Frameworks
CLI Tools
spaCy
#nlp#machine-learning#python

ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

500+ AI/ML/DL/CV/NLP projects with code

32.0K
Experimental
Example Projects
Awesome Lists
#ai-projects#machine-learning#deep-learning

eriklindernoren/ML-From-Scratch

Barebones NumPy ML implementations for learning

31.0K
Archived
Python
Computer Vision
Example Projects
NumPy
#machine-learning#deep-learning#numpy

Lightning-AI/pytorch-lightning

PyTorch Lightning simplifies deep learning training and deployment at scale.

30.9K
Active
Python
ML Ops
Inference
PyTorch
#pytorch#deep-learning#ml-ops

AMAI-GmbH/AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

30.8K
Stable
JavaScript
LLM Frameworks
Tutorials & Courses
Next.js
#AI Roadmap#Artificial Intelligence Expert#JavaScript

donnemartin/data-science-ipython-notebooks

Data science Python notebooks covering deep learning, machine learning, big data, and more.

28.9K
Archived
Python
Computer Vision
ML Ops
TensorFlow
#data-science#deep-learning#machine-learning

eugeneyan/applied-ml

Curated resources for data science and machine learning in production

28.7K
Archived
ML Ops
Awesome Lists
#machine-learning#data-science#ml-ops

academic/awesome-datascience

Comprehensive Data Science learning and resource guide

28.5K
Active
Tutorials & Courses
ML Ops
#data-science#machine-learning#deep-learning
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