From a86342a34b65a76f9a0d806feb9d81c4e587bf01 Mon Sep 17 00:00:00 2001 From: Artem Nikitin Date: Mon, 16 Jan 2017 07:01:11 +0100 Subject: [PATCH 1/3] Add basic info for new machine learning services --- README.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/README.md b/README.md index 6d6aec8..bef69c5 100644 --- a/README.md +++ b/README.md @@ -225,6 +225,9 @@ General Information - πŸ₯[Certificate Manager](https://aws.amazon.com/certificate-manager/): Manage SSL/TLS certificates for AWS services - **Compound services:** These are similarly specific, but are full-blown services that tackle complex problems and may tie you in. Usefulness depends on your requirements. If you have large or significant need, you may have these already managed by in-house systems and engineering teams. - [Machine Learning](https://aws.amazon.com/machine-learning/): Machine learning model training and classification + - [Lex](https://aws.amazon.com/lex/): Automatic speech recognition (ASR) and natural language understanding (NLU) + - [Polly](https://aws.amazon.com/polly/): Text-to-speech engine in the cloud + - [Rekognition](https://aws.amazon.com/rekognition/): Service for image recognition - β›“πŸ•[Data Pipeline](https://aws.amazon.com/datapipeline/): Managed ETL service - β›“πŸ•[SWF](https://aws.amazon.com/swf/): Managed state tracker for distributed polyglot job workflow - β›“πŸ•[Lumberyard](https://aws.amazon.com/lumberyard/): 3D game engine @@ -318,6 +321,9 @@ It’s important to know the maturity of each AWS product. Here is a mostly comp | Service | Original release | Availability | CLI Support | |------------------------------------------------------------------------------------------------------------|------------------|-------------------------------------------------------------------------------|:-----------:| +| πŸ₯[Lex](https://aws.amazon.com/releasenotes/Amazon-Lex?browse=1) | 2016-11 | Preview | | +| πŸ₯[Polly](https://aws.amazon.com/releasenotes/Amazon-Polly?browse=1) | 2016-11 | General |βœ“ | +| πŸ₯[Rekognition](https://aws.amazon.com/releasenotes/Amazon-Rekognition?browse=1) | 2016-11 | General |βœ“ | | πŸ₯[Database Migration Service](https://aws.amazon.com/releasenotes/AWS-Database-Migration-Service?browse=1) | 2016-03 | General | | | πŸ₯[Certificate Manager](https://aws.amazon.com/blogs/aws/new-aws-certificate-manager-deploy-ssltls-based-apps-on-aws/) | 2016-01 | General | βœ“ | πŸ₯[IoT](https://aws.amazon.com/blogs/aws/aws-iot-now-generally-available/) | 2015-08 | General | βœ“ | From 6858ec217c8c914a487ed5468a305d67aa18d52d Mon Sep 17 00:00:00 2001 From: Artem Nikitin Date: Mon, 16 Jan 2017 07:20:39 +0100 Subject: [PATCH 2/3] Add info to service matrix --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index bef69c5..d6f1795 100644 --- a/README.md +++ b/README.md @@ -307,6 +307,9 @@ Many services within AWS can at least be compared with Google Cloud offerings or | Mobile app analytics | Mobile Analytics | Firebase Analytics | | HockeyApp | Mixpanel | | | Mobile app testing | Device Farm | Firebase Test Lab | | Xamarin Test Cloud | BrowserStack, Sauce Labs, Testdroid | | Managing SSL/TLS certificates | Certificate Manager | | | | Let's Encrypt, Comodo, Symantec, GlobalSign | +| Automatic speech recognition and natural language understanding | Lex | Natural Language API | | Cognitive services | AYLIEN Text Analysis API, Ambiverse Natural Language Understanding API |Stanford's Core NLP Suite, Apache OpenNLP, Apache UIMA | +| Text-to-speech engine in the cloud | Polly | | | |Nuance, Vocalware, IBM Watson |Mimic, eSpeak, MaryTTS | +| Image recognition | Rekognition | Vision API | |Cognitive services | IBM Watson, Clarifai |TensorFlow, OpenCV | 🚧 [*Please help fill this table in.*](CONTRIBUTING.md) From f2d348938e795fd9bb29a1b568bcad6f17070f14 Mon Sep 17 00:00:00 2001 From: Artem Nikitin Date: Mon, 16 Jan 2017 16:22:14 +0100 Subject: [PATCH 3/3] Add spaCy for NLP --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d6f1795..676772b 100644 --- a/README.md +++ b/README.md @@ -307,7 +307,7 @@ Many services within AWS can at least be compared with Google Cloud offerings or | Mobile app analytics | Mobile Analytics | Firebase Analytics | | HockeyApp | Mixpanel | | | Mobile app testing | Device Farm | Firebase Test Lab | | Xamarin Test Cloud | BrowserStack, Sauce Labs, Testdroid | | Managing SSL/TLS certificates | Certificate Manager | | | | Let's Encrypt, Comodo, Symantec, GlobalSign | -| Automatic speech recognition and natural language understanding | Lex | Natural Language API | | Cognitive services | AYLIEN Text Analysis API, Ambiverse Natural Language Understanding API |Stanford's Core NLP Suite, Apache OpenNLP, Apache UIMA | +| Automatic speech recognition and natural language understanding | Lex | Natural Language API | | Cognitive services | AYLIEN Text Analysis API, Ambiverse Natural Language Understanding API |Stanford's Core NLP Suite, Apache OpenNLP, Apache UIMA, spaCy | | Text-to-speech engine in the cloud | Polly | | | |Nuance, Vocalware, IBM Watson |Mimic, eSpeak, MaryTTS | | Image recognition | Rekognition | Vision API | |Cognitive services | IBM Watson, Clarifai |TensorFlow, OpenCV |