
Offers comprehensive interactive data science and AI courses with certifications, but operates on a paid subscription model.
DeepLearning.AI records 2,562,512 monthly visits with -7.2% month-over-month growth and Freemium pricing. Machine learning at scale records 0 monthly visits with 0% growth and Freemium pricing.
Weekly case studies, design patterns and career advice for building ML at scale.
| Dimension / Metric | ||
|---|---|---|
| Official Domain | deeplearning.ai | machinelearningatscale.com |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 2.56M (2,562,512) | 0 (0) |
| MoM Traffic Delta | -199.46K (-7.2%) | 0 (0%) |
| Primary Market & Share | 🇺🇸 United States (28.2%) | 🌐 Global (—) |
| Direct Visits / mo | 1.36M | 0 |
| User Rating | 4.7 | 4.6 |
| Supported Platforms | Website | Website |
AI engineering courses, certificates, and the world's biggest AI newsletter
A broad catalog covering machine learning, deep learning, transformers, generative AI, prompting, and agentic AI, with tracks for data/ML practitioners, software developers, and complete beginners.
Industry-recognized certificates and specializations designed to signal job-ready skills, supported by coding labs and portfolio projects you can show in interviews.
A free weekly newsletter written by technical experts that summarizes the most important AI news, research, and analysis for developers and practitioners.
Pro members get interactive labs and practice quizzes so they can apply each concept immediately rather than only watching lectures.
Weekly case studies, design patterns and career advice for building ML at scale.
Read breakdowns of ML systems design, LLM inference at scale, recommendation systems, search and ranking, ads systems, and RAG.
Get weekly high-quality insights and practical guidance written by an ML engineer working on large-scale production systems.
Deep dives into LLM optimisation, LLM training and ML system design for engineers moving beyond tutorials.
Guidance on getting started in ML, breaking into big tech, choosing between MLE and data scientist paths, and whether a PhD is worth it.

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SpecialistDelivers enterprise-grade AI learning paths and professional courses, but is designed for corporate workforce training rather than individuals.
SpecialistDelivers enterprise-grade AI learning paths and professional courses, but is designed for corporate workforce training rather than individuals.

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SpecialistHosts hands-on AI hackathons and developer tutorials, emphasizing rapid project building over academic video lectures.
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Free / Open-sourceFree open course for prompt engineering and AI security
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Free / Open-sourceCommunity hub for data science, machine learning and AI practitioners

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Courses and best practices for building AI-powered products end to end

An AI newsletter with curated tools, news and guides for creators and founders
An AI newsletter with curated tools, news and guides for creators and founders
Free hands-on AI, machine learning and data science training
Free hands-on AI, machine learning and data science training

花叔's hands-on AI learning guide for ChatGPT, Cursor, Claude Code and DeepSeek
花叔's hands-on AI learning guide for ChatGPT, Cursor, Claude Code and DeepSeek