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How long does a deep learning project take?

Author : first copy | Published On : 26 Feb 2026

 

The duration of a deep learning project typically ranges from 3 to 9 months, depending on complexity:

  1. Data Collection & Preparation: 1–3 months
     

  2. Model Development: 2–4 months
     

  3. Evaluation & Testing: 1–2 months
     

  4. Deployment & Integration: 1–3 months
     

  5. Ongoing Maintenance: Continuous
     

For simpler projects, it can take less time, but more complex applications may take longer. A deep learning consultancy can provide a more specific timeline based on your needs.