Mlcourse.Ai

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mlcourse.ai is an open Machine Learning course that provides a self-paced curriculum with articles, video lectures, and assignments. It balances theoretical concepts with practical applications, including Kaggle competitions.

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At a glance

Pricing

Free · Paid

Free tier

Yes

API

Skill level

Technical

About

What is mlcourse.ai?

mlcourse.ai is an open Machine Learning course developed by OpenDataScience (ods.ai) and led by Yury Kashnitsky. The course is designed to offer a balanced approach between theoretical understanding and practical application, featuring mathematical formulae in lectures and extensive practice through assignments and Kaggle Inclass competitions. It operates in a self-paced mode, guiding users through 10 weeks of material covering topics from Pandas to Gradient Boosting. While the core course content remains open and free, mlcourse.ai also offers a 'Bonus Assignments' pack with solutions for a monthly contribution, providing access to non-demo assignments and challenges to beat baselines in Kaggle competitions or implement algorithms from scratch.

Best used for

Ideal for students and professionals who need to learn machine learning fundamentals, practice with real-world datasets, and prepare for data science roles. Especially valuable for those seeking a balance between theoretical knowledge and hands-on application, including Kaggle competition experience.

Common actions

learn machine learning

practice data science

study algorithms

prepare for Kaggle

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Capabilities

Key features

Self-paced learning
Video lectures
Practical assignments
Kaggle competitions
Bonus assignments pack
Multilingual articles

Target Audience

studentprofessional

Integrations

Not yet documented

Pricing & Plans

Free · Paid

Free

FAQs

What content is included in the free mlcourse.ai offering?

The free mlcourse.ai offering includes a comprehensive self-paced curriculum with articles, video lectures, and demo assignments covering topics from Pandas to Gradient Boosting. It provides all the core materials needed to learn machine learning concepts and practice them.

What are the 'Bonus Assignments' and how do I access them?

The 'Bonus Assignments' are a pack of 10 non-demo assignments with solutions, designed to challenge users with Kaggle competition baselines or algorithm implementations. You can access them by contributing $17/month via Patreon or Boosty, which grants access to the bonus pack.

Is mlcourse.ai suitable for beginners in machine learning?

While mlcourse.ai covers fundamental topics, its balance of theory and practice, including mathematical formulae and Kaggle competitions, suggests an intermediate complexity level. Users with some foundational knowledge in programming and mathematics might find it more accessible, though dedicated beginners can certainly follow along.

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