rohitg00/ai-engineering-from-scratchGitHub
Choose if you want a more recently maintained, project-driven AI learning path with the same hands-on approach.
Learn it. Build it. Ship it for others.
- 54.5k
- Python
- MIT
active1mo ago
ZuzooVn/machine-learning-for-software-engineers Alternatives
machine learning study plan / learning path
A curated daily study plan with resources and schedule for software engineers to become machine learning engineers, inspired by coding interview university.
Drop-in peers
Same problem, same approach. Swapping one for another is a config change, not a rewrite.
AMAI-GmbH/AI-Expert-RoadmapGitHub
Choose for a role-based roadmap with clearer specialization tracks than the seed's general plan.
Roadmap to becoming an Artificial Intelligence Expert in 2022
- 31.2k
- JavaScript
- MIT
slowing1.1y ago
Same job, different approach
Solves the same problem with a different architecture or at a different layer. Expect to rewrite the integration.
instillai/machine-learning-courseGitHub
Choose if you prefer a structured Python course over a self-directed reading plan, though it is less actively maintained.
:speech_balloon: Machine Learning Course with Python:
- 7.0k
- Python
- none
dormant1.9y ago
HenryNdubuaku/maths-cs-ai-compendiumGitHub
Choose if you prefer a math-heavy textbook-style compendium with intuition over a link-driven schedule.
Become a cracked AI/ML researcher/engineer with this unconventional textbook covering maths, computing, and ML with intuition.
- 7.4k
- TypeScript
- Apache-2.0
active3mo ago
Older generation, or narrower
An earlier or more limited way to do the job. Still the right call when you need something small, proven, or CPU-only.
patrickloeber/ml-study-planGitHub
A free ML study plan that is stale; choose it only if you want a concise alternative and can tolerate outdated links.
The Ultimate FREE Machine Learning Study Plan
- 3.2k
- none
dormant2.3y ago
AssemblyAI-Community/ML-Study-GuideGitHub
A minimal ML study plan; choose for a quick overview, but it is unmaintained for over two years.
Minimal Machine Learning Study Plan
- 1.9k
- none
dormant2.3y ago
Listed as an alternative to
These projects were analysed and named machine-learning-for-software-engineers among their alternatives. The relationship is not symmetric — how machine-learning-for-software-engineers rates them is a separate judgement, made when machine-learning-for-software-engineers is analysed in its own right.
microsoft/AI-For-BeginnersGitHub
calls machine-learning-for-software-engineers “choose it for a self-directed daily study plan with external links, aimed at software engineers.”
12 Weeks, 24 Lessons, AI for All!
68.5kJupyter Notebookactive
patchy631/ai-engineering-hubGitHub
calls machine-learning-for-software-engineers “An outdated ML study plan (2018); useful only for classical ML background.”
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
37.5kJupyter Notebookactive
AMAI-GmbH/AI-Expert-RoadmapGitHub
calls machine-learning-for-software-engineers “Choose if you want a daily study plan for becoming an ML engineer, but it hasn't been updated in years.”
Roadmap to becoming an Artificial Intelligence Expert in 2022
31.2kJavaScriptslowing