Widely used healthcare machine learning (ML) models for immunotherapy show concerning bias toward higher-income communities.
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Machine learning has made strides in various fields. It has served as a method to catalyze work and promote efficiency. Including machine learning in your work operations can help reduce human error, automate mundane tasks, and increase safety. Organizations can implement machine learning techniques to help with data management. Categorical data in machine learning can […]
Machine learning applications have become such a prevalent part of out lives that we barely notice them in our daily lives anymore. Whether asking Siri for the best burger place around us or getting music recommendations on Spotify, ML is everywhere. As an aspiring developer, you might be wondering how to build machine learning applications […]
Data standardization is rescaling the attributes to have a mean of 0 and a variance of 1. The top destination to perform standardization is to bring down all the features to a standard scale without distorting the differences in the range of the values. In contrast, algorithms that compute the distance between the features are […]
Quantum computing depends on the effects of mechanics to compute problems that would be out of reach for classical computers. A quantum computer uses qubits, like regular bits in a computer, however, with the added capacity to be put into a superposition and share entanglement. Quantum machine learning explores how quantum computers can be used […]
The past decade has brought a much more enabled open space for technological inclusivity and security business networks. The reduced costs for the public to further benefit from the financial sector came, including the banking sector. The incorporation of technology with digital security and financial customization gave birth to what is today known as “financial […]
Since the rise of the fourth industrial revolution, digital innovation acted as one of the main pillars for global evolution, the future of machine learning with various tech companies adopting algorithm-based artificial intelligence (AI) will heighten the industry’s universal value. Artificial intelligence and machine learning are both associated as they are the most adopted technologies to […]
IBM introduced on Wednesday its latest open-source serverless framework, with the solemn purpose of simplifying integration and efficient scaling of big data and artificial intelligence (AI) workflows into its hybrid cloud. IBM’s recent technology, CodeFlare, is designed at the rank of a promising open-source distributed computing framework for machine learning (ML) applications commonly referred to […]
A recent paper published in Nature Machine Intelligence has found several common yet serious flaws with machine learning (ML) made for COVID-19 diagnosis and prognosis. At the start of the worldwide pandemic, companies such as DarwinAI, as well as major U.S. chipmaker Nvidia and groups such as the American College of Radiology kickstarted efforts to […]
Microsoft is unveiling its new tool called Learning from Mistakes (LeMa), that mimics human learning behavior. John Locke said that humans are born as blank slates or what is known tabula rasa. Humans are molded by their nature such as their biology and genetics and by their nurture such as life experiences, education, and society. […]