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Learn how to implement the latest machine learning and artificial intelligence technology with courses on Vertex AI, BigQuery, TensorFlow, and more. Boost your AI skills to take your career to...
Sep 9, 2024 · This document introduces best practices for implementing machine learning (ML) on Google Cloud, with a focus on custom-trained models based on your data and code. It provides...
This module explores the various options for developing an ML project on Google Cloud, from ready-made solutions like pre-trained APIs, to no-code and low-code solutions like AutoML, and code-based solutions like custom training.
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Recognize the data-to-AI technologies and tools provided by Google Cloud. Build generative AI projects by using Gemini multimodal, efficient prompts, and model tuning. Explore various options for developing an AI project on Google Cloud. Create an ML model from end-to-end by using Vertex AI.
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- Philippe Poutonnet
- Maximize recruitment efforts: The new Cloud Jobs API uses machine learning to help companies hire great talent. By understanding the nuances behind job titles, descriptions, skills and preferences, the API matches job seeker preferences with relevant listings.
- Analyze images faster, for less: We’ve improved performance and efficiency of our Vision API by taking advantage of Google’s custom TPUs, resulting in an ~80% price reduction for large-scale deployments.
- Translate long-form docs: For users that need long-form translation services, a new premium edition of Cloud Translation API uses a model tailored to increase accuracy on several major language pairs.
- Better understand text structure and sentiment and turn questions into formulas: With Explore, Natural Language Processing translates questions into useful formulas and offers up instant answers in Google Sheets.
Machine Learning Options on Google Cloud. 8 Videos 1 Document 1 Quiz. This section explores four different options to build machine learning models on Google Cloud. It also introduces Vertex AI, Google's unified platform for building and managing the lifecycle of ML projects. The Machine Learning Workflow with Vertex AI.
Sep 1, 2015 · What is machine learning, and what kinds of problems can it solve? How can you build, train, and deploy machine learning models at scale without writing a single line of code? When should you use automated machine learning or custom training?
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