Leveraging AI for Sustainable Business Operations: A Data-Driven Approach to Climate Change Mitigation

Leveraging AI for sustainable business operations has never been more critical than in the wake of the present climate change challenges. Recent events underscore the urgency of adopting a data-driven approach to climate change mitigation. The catastrophic wildfires in Canada, causing hazardous air quality in parts of the United States including Philadelphia and New Jersey, …

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Attaining high confidence level through Model Calibration

There are many techniques to improve the performance of an AI model, out of these model calibration is one of the most efficient ways to attain high confidence in machine learning models by improving both model accuracy and fairness.Model calibration is a post processing technique to improvise probability estimates of an AI model. The objective …

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Before building an AI startup

Global spending on Artificial Intelligence (AI) startups has been on continuous rise, from $4.25 billion in 2014, it reached $38 billion in 2021. This is an increase of 79% in a span of just 7 years. All major tech companies from Apple to Microsoft, from Google to Amazon, from IBM to Tesla have dedicated resources …

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