ML for BeginnersTranslation site

In today’s digital era, Machine Learning (ML) has become a hot topic across various industries. However, for many beginners, systematically learning ML remains a challenge. To address this, Microsoft‘s Azure Cloud Advocates have meticulously crafted a free 12-week, 26-lesson machine learning course designed to help beginners grasp classic ML concepts.

Website Introduction

This course is tailored for learners with no prior experience, offering a structured learning path that covers a wide range of topics from ML fundamentals to practical applications.

Key Features

The course employs a project-based teaching approach, with each lesson including pre-lesson quizzes, written explanations, solutions, and assignments, ensuring learners can integrate theory with practice.

Related Projects

The course features several hands-on projects, such as North American pumpkin price prediction, Pan-Asian cuisine classification, and Nigerian music taste clustering, helping learners apply their knowledge to real-world problems.

Advantages

Since its release, the course has received enthusiastic responses from learners, with the GitHub repository garnering over 2,000 stars in a short period, demonstrating its high quality and practicality.

Pricing

The course is entirely free, with all content open-sourced under the MIT license, allowing learners to access and use it freely.

Summary

Founded in 1975 and headquartered in the United States, Microsoft is dedicated to providing innovative technologies and services. Through this free and comprehensive machine learning course, beginners can systematically acquire ML foundational knowledge, laying a solid groundwork for future learning and career development.