ML-For-Beginners
by microsoft
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
AI summary
Machine Learning curriculum
A structured curriculum teaching classic machine learning techniques using Python and Scikit-learn, with a focus on practical projects and hands-on exercises.
- stars
- 70.1K
- forks
- 14.7K
- watching
- 1K
Similar projects
Found by comparing what the projects do, not just their names.
Data Science Curriculum
A comprehensive 10-week curriculum teaching data science fundamentals using Python and Jupyter Notebook
AI basics
A 12-week curriculum teaching the basics of Artificial Intelligence through practical lessons, quizzes, and labs using popular frameworks like TensorFlow and PyTorch.
Web dev tutorial
A 12-week, comprehensive web development curriculum covering HTML, CSS, and JavaScript
ML development guide
Teaches machine learning fundamentals and software engineering practices for building production-ready ML applications
Machine Learning Course
An online learning platform covering various machine learning topics from basics to advanced algorithms
ML examples
A collection of samples and examples demonstrating the usage of ML.NET for machine learning tasks in .NET applications.
ML framework
A cross-platform machine learning framework for .NET that enables developers to build, train, and deploy models without prior expertise in ML.
Machine Learning Study Plan
A structured study plan to help software developers learn machine learning and become a machine learning engineer
MLOps training
Teaches practical aspects of productionizing ML services
Machine Learning Library
Makes machine learning algorithms accessible to web developers
ageron/handson-ml25.2K
Machine Learning Guide
A resource for learning machine learning with Python
Transfer Learning Toolkit
A comprehensive resource for software developers to learn and implement transfer learning, domain adaptation, and related techniques.
Machine learning systems design guide
A resource guide covering the four main steps of designing a machine learning system: project setup, data pipeline, modeling, and serving.
Machine Learning Tutorial
A tutorial series on machine learning with Python using scikit-learn
Model lifecycle manager
A platform for managing machine learning projects from inception to deployment
