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experience in handling data pipelines and deployment. From my work with programs like those at H2K Infosys, I’ve found that Artificial intelligence certification online programs with applied projects and mentor feedback matter more than just completing video-based modules.
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Data preprocessing, feature engineering, and model selection
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Hands-on experience with Python libraries like scikit-learn or TensorFlow
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Understanding of evaluation metrics and model optimization
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Exposure to deploying models using APIs or cloud environments
The real value shows when you can explain your model’s decisions and adapt it to new, real-world data.
This topic was modified 3 weeks ago by Amanda Kane
Topic starter
Posted : 02/02/2026 6:50 am