Analytics Vidhya

AUGUST 25, 2024

Introduction Sitting in front of a desktop, away from you, is your own personal assistant, she knows the tone of your voice, answers to your questions and is even one step ahead of you. This is the beauty of Amazon Alexa, a smart speaker that is driven by Natural Language Processing and Artificial Intelligence. But […] The post How Amazon Alexa Works Using NLP appeared first on Analytics Vidhya.

Analytics 268

Analytics Deep Learning Machine Learning 268

Data Science and Beyond

AUGUST 25, 2024

My views on separating AI hype and b t from the real deal. The general ideas apply to past and future hype waves in tech.

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Analytics Vidhya

AUGUST 25, 2024

Introduction Assessing a machine learning model isn’t just the final step—it’s the keystone of success. Imagine building a cutting-edge model that dazzles with high accuracy, only to find it crumbles under real-world pressure. Evaluation is more than ticking off metrics; it’s about ensuring your model consistently performs in the wild.

Modeling 218

Modeling Machine Learning Metrics Analytics 218