--- title: "Meaning & Key Takeaway of: Deep learning is a very capital-intensive…" description: "\"Deep learning is a very capital-intensive area, and it's rare to find a company with both the necessary resources and a company structure where things ..." image: "https://sms4smile.com/quotes/i/473/andrew-ng-5131_artificial-intellige_deep-learning-is-a-very-capital-intensiv_2894228.jpg" --- # Deep learning is a very capital-intensive area, and it's… ![“Deep learning is a very capital-intensive area, and it's rare to find a company with both the necessary resources and a company structure where things can get done without having to pass through too many channels and committee meetings.” quote by Andrew Ng](https://sms4smile.com/quotes/i/473/andrew-ng-5131_artificial-intellige_deep-learning-is-a-very-capital-intensiv_2894228.jpg) [Download](https://sms4smile.com/quotes/i/473/andrew-ng-5131_artificial-intellige_deep-learning-is-a-very-capital-intensiv_2894228.jpg) [Open image](https://sms4smile.com/quotes/i/473/andrew-ng-5131_artificial-intellige_deep-learning-is-a-very-capital-intensiv_2894228.jpg) > “Deep learning is a very capital-intensive area, and it's rare to find a company with both the necessary resources and a company structure where things can get done without having to pass through too many channels and committee meetings.” [Andrew Ng](https://sms4smile.com/quotes/author/andrew-ng/) ## About This Quote This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation. Deep learning requires massive capital and streamlined structures, making it hard for resource‑limited firms to compete. **In simple terms:** Deep learning is costly and needs efficient organization. Key Takeaway Seek efficient structures for AI work. Themes technology investment organization Mood pragmatic analytical Type informative strategic When to use this quote - startup planning - corporate restructuring - funding strategies Key Concepts economics innovation Questions to Reflect On - How can smaller teams compete? - What structures reduce bureaucracy? A Different Perspective May overlook open‑source alternatives. ★ ★ ★ ★ ★ No ratings yet [Artificial intelligence](https://sms4smile.com/quotes/about/artificial-intelligence/) [Business](https://sms4smile.com/quotes/about/business/) [Capital Intensive](https://sms4smile.com/quotes/about/capital-intensive-1604123/) [Company Necessary](https://sms4smile.com/quotes/about/company-necessary-4080386/) [Deep](https://sms4smile.com/quotes/about/deep/) [Deep learning](https://sms4smile.com/quotes/about/deep-learning/) [Find](https://sms4smile.com/quotes/about/find/) [Learning](https://sms4smile.com/quotes/about/learning/) [Learning Capital](https://sms4smile.com/quotes/about/learning-capital-4080385/) [Meetings](https://sms4smile.com/quotes/about/meetings/) [Rare](https://sms4smile.com/quotes/about/rare/) [Resources Company](https://sms4smile.com/quotes/about/resources-company-2654847/) [Technology](https://sms4smile.com/quotes/about/technology/) ## Related quotes > [There's a very long tail of all sorts of creative products - beyond our core web search, image search and advertising businesses - that…](https://sms4smile.com/quotes/andrew-ng/there-s-a-very-long-tail-of-all-sorts-of-creative-products-beyond-our/) [Andrew Ng](https://sms4smile.com/quotes/author/andrew-ng/) > [One of the things that Baidu did well early on was to create an internal platform for deep learning. 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Train it on a gazillion pairs of sentences of parallel corpora, and that creates a lot of…](https://sms4smile.com/quotes/andrew-ng/want-to-train-a-machine-translation-system-train-it-on-a-gazillion/) [Andrew Ng](https://sms4smile.com/quotes/author/andrew-ng/) > [The Chinese market is very different. One of the things that I believe is that the biggest, hottest tech trend in China right now…](https://sms4smile.com/quotes/andrew-ng/the-chinese-market-is-very-different-one-of-the-things-that-i-believe/) [Andrew Ng](https://sms4smile.com/quotes/author/andrew-ng/) [Explore all 103 Andrew Ng quotes ](https://sms4smile.com/quotes/author/andrew-ng/) ## More Artificial intelligence quotes > [One of our big goals in search is to make search that really understands exactly what you want, understands everything in the world. 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