github.com/NVIDIA/aistore@v1.3.23-0.20240517131212-7df6609be51d/docs/helpful_links.md (about) 1 --- 2 layout: post 3 title: HELPFUL LINKS 4 permalink: /docs/helpful-links 5 redirect_from: 6 - /helpful_links.md/ 7 - /docs/helpful_links.md/ 8 --- 9 10 ## Table of Contents 11 12 - [Deep Learning](#deep-learning) 13 - [Helpful Links: Go](#helpful-links-go) 14 - [Helpful Links: AWS](#helpful-links-aws) 15 - [Helpful Links: GCP](#helpful-links-gcp) 16 17 ## Deep Learning 18 19 - [Revisiting Unreasonable Effectiveness of Data in Deep Learning Era](https://arxiv.org/abs/1707.02968) 20 - [The Effects of Hyperparameters on SGD Training of Neural Networks](https://arxiv.org/abs/1508.02788) 21 - [Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer](https://arxiv.org/abs/1701.06538) 22 23 ## Helpful Links: Go 24 25 * [How to write Go code](https://golang.org/doc/code.html) 26 27 * [How to install Go binaries and tools](https://golang.org/doc/install) 28 29 * [The Go Playground](https://play.golang.org/) 30 31 * [Go language support for Vim](https://github.com/fatih/vim-go) 32 (note: if you are a VIM user vim-go plugin is invaluable) 33 34 * [Go lint tools to check Go source for errors and warnings](https://github.com/alecthomas/gometalinter) 35 36 ## Helpful Links: AWS 37 38 * [AWS Command Line Interface](https://docs.aws.amazon.com/cli/latest/userguide/cli-chap-getting-started.html) 39 40 * [AWS S3 Tutorial For Beginners](https://www.youtube.com/watch?v=LfBn5Y1X0vE) 41 42 ## Helpful Links: GCP 43 44 * [Command-line interface for Google Cloud Platform](https://cloud.google.com/sdk/) 45 46 * [Cloud Storage: Quickstart Using the Console](https://cloud.google.com/storage/docs/quickstart-console)