AI 스터디/AI 논문, 강의

How do I create an AI project?

Queen Julia 2024. 2. 27. 21:19

How do I create an AI project?

How To Build AI Software: 7 Key Steps

  1. Identify the problem you want to solve with AI.
  2. Gather data.
  3. Clean and prepare the data for model training.
  4. Choose an AI technology.
  5. Build and train the model.
  6. Test the model.
  7. Deploy the model.

How to Create an AI with Python?

  1. Step 1: Define the Problem
  2. Step 2: Collect and Preprocess Data
  3. Step 3: Choose an AI Model
  4. Step 4: Train the AI Model
  5. Step 5: Evaluate the AI Model
  6. Step 6: Test the AI Model
  7. Step 7: Deploy the AI Model
  8. Step 8: Monitor and Refine

a. How to build AI ML models?

The six steps to building a machine learning model include:

  1. Contextualise machine learning in your organisation.
  2. Explore the data and choose the type of algorithm.
  3. Prepare and clean the dataset.
  4. Split the prepared dataset and perform cross validation.
  5. Perform machine learning optimisation.
  6. Deploy the model.

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