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Machine learning (ML) is a field of study in artificial intelligence concerned with the development and study of statistical algorithms that can learn from data and generalize to unseen data, and thus perform tasks without explicit instructions. Recently, artificial neural networks have been able to surpass many previous approaches in performance.
Merrill (officially Merrill Lynch, Pierce, Fenner & Smith Incorporated), previously branded Merrill Lynch, is an American investment management and wealth management division of Bank of America. Along with BofA Securities , the investment banking arm, both firms engage in prime brokerage and broker-dealer activities.
t. e. Automated machine learning ( AutoML) is the process of automating the tasks of applying machine learning to real-world problems. AutoML potentially includes every stage from beginning with a raw dataset to building a machine learning model ready for deployment. AutoML was proposed as an artificial intelligence -based solution to the ...
An LLM is a language model, which is not an agent as it has no goal, but it can be used as a component of an intelligent agent. [50] Researchers have described several methods for such integrations. [citation needed] The ReAct ("Reason + Act") method constructs an agent out of an LLM, using the LLM as a planner.
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