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Generative AI in people operations: Can it outperform humans by 2030?

Data Science Dojo

Using datasets and algorithms, AI can help generate adaptable educational content based on analyzing each learner’s learning patterns, strengths, and areas of improvement. AI can help craft learning paths that cater to everyone’s learning needs which can be tailored according to their cognitive preferences.

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How is AI beneficial to society – Are we using it right?

Data Science Dojo

For instance, AI algorithms can analyze medical images like X-rays and MRIs to detect abnormalities and assist radiologists in making accurate diagnoses. Adaptive learning platforms use AI algorithms to analyze students’ performance data and tailor educational content to their individual needs and learning styles.

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Risks of Generative AI in healthcare and how to mitigate them   

Data Science Dojo

A recent report by McKinsey & Company suggests that generative AI has the potential to generate up to $1 trillion in value for the healthcare industry by 2030. Responsible use, algorithmic transparency, and accountability for AI-generated outcomes demand ethical frameworks and guidelines for a conscientious implementation.

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Risks of Generative AI in healthcare and how to mitigate them   

Data Science Dojo

A recent report by McKinsey & Company suggests that generative AI in healthcare has the potential to generate up to $1 trillion in value for the healthcare industry by 2030. Responsible use, algorithmic transparency, and accountability for AI-generated outcomes demand ethical frameworks and guidelines for conscientious implementation.

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Predict building energy consumption using AutoAI

IBM Data Science in Practice

Besides, cooling demand is rising in emerging and developing economies, and the number of air conditioners in the global stock is set to increase by 50% by 2030, compounded by the increasing effects of climate change. The algorithm “Extra Trees Regressor” was the best performer with hyper parametrization and feature engineering.

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How AI is making electric vehicles safer and more efficient

IBM Journey to AI blog

The survey also found that consumer adoption is at a tipping point , with industry executives expecting EVs to account for 40% of car sales by 2030, largely due to EVs becoming cheaper. Automakers can also use advanced algorithms to determine the specific chemistry, size and shape that leads to the best performance and more sustainable cars.

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Five machine learning types to know

IBM Journey to AI blog

Each type and sub-type of ML algorithm has unique benefits and capabilities that teams can leverage for different tasks. Instead of using explicit instructions for performance optimization, ML models rely on algorithms and statistical models that deploy tasks based on data patterns and inferences. What is machine learning?