After this lesson, you will be able to: Know where to keep learning AI and how to stay current.
AI moves fast. This lesson maps the courses, papers, blogs, and communities that keep practitioners current, without drowning.
DeepLearning.AI (Andrew Ng), best ML/DL fundamentals. fast.ai, pragmatic deep learning. Anthropic Academy, hands-on with Claude. Hugging Face, practical transformers course.
Twitter/X: @karpathy, @lilianweng, @sama, @AnthropicAI. YouTube: 3Blue1Brown, Yannic Kilcher, Two Minute Papers. Discord: Hugging Face, Anthropic Discord.
AI Engineer, build features with APIs. Highest demand right now.
ML Engineer, train + deploy models.
AI Researcher, original work; usually PhD.
AI Product Manager, bridge tech and product.
AI Safety/Policy, alignment, governance, regulation.
Pick 3 sources. Block 30 min weekly. Skim, don't read everything. Build > consume, make something with each new technique. The practitioners who ship learn fastest.
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