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003. AI Development options

Ravindra Krishna (Joisa) edited this page Aug 22, 2025 · 3 revisions
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Pre-trained APIs:

These enable users to utilize existing machine learning models without requiring training data or expertise, making them suitable for common tasks such as vision and natural language processing.

BigQuery ML:

This option enables users to create and execute machine learning models using SQL queries, ideal for those with data in BigQuery and familiarity with SQL. Custom Solutions

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AutoML:

A no-code solution that allows users to build machine learning models through a user-friendly interface, focusing on business problems rather than technical details.

Custom Training:

This option provides full control over the machine learning workflow, allowing users to code their own models and manage the entire training and deployment process.

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Comparison and Considerations

Each option has different requirements for data size, user expertise, and time investment, making it essential to choose based on specific business needs and available resources.

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