Machine learning doesn't have to be difficult.
Software engineers already have the foundation for ML. The math is intuitive—easier than programming—and it's the future of software engineering.
Machine learning for software engineers is your free guide to ML engineering optimized for software engineers. Escape tutorial hell, build real systems, and join the ML community.
Always be (machine) learning,
Logan
Learn: mlroadmap.io
A step-by-step guide to learn ML fundamentals. From prerequisites to programming to ML math. Specifically curated to be concise, comprehensive, and engaging.
Start LearningBuild: endtoendml.com
Build real-world ML systems from data through serving. Solve complex problems and gain hands-on experience with popular tooling, libraries, techniques, and community resources.
Get BuildingGrow: societysbackend.com
Join the machine learning community for software engineers. Weekly tips, lessons, and tutorials for continued learning. Network, build, and grow together.
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