You won't find anything completely free and unencumbered, and if you want to do this routinely and have time to build and maintain hardware then it is cheaper to buy your own equipment in the long run - at least at a personal level. A few specialist deep learning services have popped up recently such as Nimbix or FloydHub, and there are also the big players such as Azure, AWS, Google Cloud. But you can find similar questions on Quora and other sites - your best bet is to do a web search for "cloud compute services for deep learning" or similar and expect to spend some time comparing notes. A review of services is not suitable here, as it will get out of date quickly and not a good use of Stack Exchange.
This best advice is to shop around for a best starting offer and best price. training an image recogniser or NLP model from scratch) unless you are willing to pay. However not enough to use heavily (for e.g. Most free offerings appear to follow the "Freemium" model - give you limited service that you can learn to use and maybe like. Google Cloud might do, the starting credit offer is good enough to do a little deep learning (for maybe a couple of weeks), although they have signup and tax restrictions.Īzure have a free tier with limited processing and storage options.
Here are some suggested to date:ĪWS: If specifically deep learning on a large data set, then probably AWS is out - their free offer does not cover machines with enough processing power to tackle deep learning projects. There are no unlimited free services*, but some have starting credit or free offers on initial signup.
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