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How is AI used for sentiment analysis?
Sentiment analysis has become essential for understanding opinions in digital text. Online interactions generate massive amounts of user data daily. This surge demands efficient systems that analyze emotions, attitudes, and behaviors in text. Early methods, like...
What is the role of the GPU in AI development?
Artificial intelligence (AI) has advanced rapidly, driven by changes in computing hardware. The graphics processing unit (GPU) plays a key role. Originally designed for computer graphics, GPUs now power AI progress. Their parallel processing abilities are essential...
How to manage the version control of trained models?
In machine learning, we often iterate on models. Each change might affect how well the model works. Without version control, we risk losing track of what worked and what did not. We need to keep records of data, code, and model artifacts. This helps us reproduce past...