Google is the largest industry in the machine learning stacks and is currently focusing on Google Cloud AI and Machine Learning Platform. There is a lot of competition in the AI market and in the public cloud market. Google Cloud AI and Machine Learning Platform are good in scope and quality.
Google Cloud AI and Machine Learning Platform include AI platforms, accelerators, AI solutions, and AI building blocks. AI platform and accelerators are used by data scientists and require skill for coding, knowledge of data preparation techniques, and plenty of training time. AI building blocks can be used without special knowledge of programming or data science. AI solutions aimed at business managers. AI Platform allows training and deploying your own machine learning and deep learning models.
Use of Google Cloud AI Building Blocks is easy and can be put together into your own applications to add sight, language, conversation, and structured data. Some of the Google Cloud AI Building Blocks are AutoML, AutoML Tables, Vision API, Video Intelligence API, Natural Language API, Translation, Text-to-Speech, Speech-to-Text, Dialogflow, Cloud Inference API.Google Cloud AI Platform and accelerators are for data engineers, developers, and data scientists. It provides an end-to-end machine learning workflow for data engineers, developers, and data scientists.
Google Cloud AI Platform ties together machine learning workflow, from model training to model versioning and management. Some of the Google Cloud AI Platform are AI Platform Notebooks, AI Platform Training, AI Platform Vizier, AI Platform Prediction, AI Platform Deep Learning VM Images, AI Platform Deep Learning Containers, AI Platform Pipelines, AI Platform Data Labeling Service, AI Hub, TensorFlow Enterprise. TensorFlow is an open-source software library used for machine learning which is developed by Google. Kubernetes an open-source developed by Google is still the dominant container management system.
Google Cloud AI Solutions aims at business executives rather than at data scientists or programmers. Google AI Solutions are based on AI Building Blocks and AI Platform. Google Cloud AI helps solve important business problems end-to-end with prepackaged solutions. Some of them are Contact Center AI, Build and Use AI, Document AI.
