microsoft/ML-For-Beginners

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

85.1k 20.5k +22/wk

GitHub HuggingFace 2-source

data-science education machine-learning machine-learning-algorithms machinelearning machinelearning-python microsoft-for-beginners ml python r scikit-learn scikit-learn-python

Trend 3

Star & Fork Trend (25 data points)

Stars

Forks

Multi-Source Signals

Growth Velocity

microsoft/ML-For-Beginners has +22 stars this period , with cross-source activity across 2 platforms (github, huggingface). 7-day velocity: 0.1%.

Deep analysis is being generated for this repository.

Signal-backed technical analysis will be available soon.

Metric	ML-For-Beginners	browser-use	cs-video-courses	netdata
Stars	85.1k	86.5k	79.8k	78.4k
Forks	20.5k	10.0k	11.0k	6.4k
Weekly Growth	+22	+111	+53	+3
Language	Jupyter Notebook	Python	N/A	C
Sources	2	3	1	2
License	MIT	MIT	N/A	GPL-3.0

Capability Radar vs browser-use

ML-For-Beginners

browser-use

Maintenance Activity 100

Last code push 2 days ago.

Community Engagement 100

Fork-to-star ratio: 24.1%. Active community forking and contributing.

Issue Burden 70

Issue data not yet available.

Growth Momentum 42

+22 stars this period — 0.03% growth rate.

License Clarity 95

Licensed under MIT. Permissive — safe for commercial use.

Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.