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Book Overview & Buying
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Table Of Contents
The Chief AI Officer's Handbook
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In AI, training models is a complex and nuanced process that combines technical expertise and creative problem-solving. This journey begins with carefully selecting and curating high-quality data and extends through feature engineering, model training, evaluation, and continuous improvement. Each step is crucial in developing AI systems that perform well, provide valuable insights, and adapt to changing environments.
As we explore the intricacies of AI model training, we’ll use familiar analogies to demystify complex concepts. From comparing data selection to choosing ingredients for a gourmet meal to likening the training process to kneading dough, these comparisons will help illustrate the delicate balance of art and science in AI development. Whether you’re predicting patient outcomes in healthcare, detecting fraud in banking, or uncovering unexpected retail trends, the principles we’ll discuss are fundamental...
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