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The program includes 17 optional prerequisites to review the fundamentals and 15 core courses to build a foundation in credit analysis. Students must earn a minimum passing grade of 80% in each course assessment to complete the requirements for the program and to receive a certificate of completion. [8] [9]
Data mining is a particular data analysis technique that focuses on statistical modeling and knowledge discovery for predictive rather than purely descriptive purposes, while business intelligence covers data analysis that relies heavily on aggregation, focusing mainly on business information. [4]
Data science is "a concept to unify statistics, data analysis, informatics, and their related methods" to "understand and analyze actual phenomena" with data. [5] It uses techniques and theories drawn from many fields within the context of mathematics , statistics, computer science , information science , and domain knowledge . [ 6 ]
A training data set is a data set of examples used during the learning process and is used to fit the parameters (e.g., weights) of, for example, a classifier. [9] [10]For classification tasks, a supervised learning algorithm looks at the training data set to determine, or learn, the optimal combinations of variables that will generate a good predictive model. [11]
The International Certificate in Corporate Finance (ICCF) [26] is a professional designation for employees in corporate finance, covering financial analysis, valuation and decision making. The program comprises three 6-week online courses, three major cases studies, and a 2-hour final exam.
Such courses include courses on Generative AI, Data analytics, IT Support, Digital Marketing & E-commerce, Cybersecurity, and more. Google has a total of 1,172 courses on Coursera. They also offered 100,000 scholarships. [53] Google and its 20+ partners will accept those certificates as 4-year degree equivalent. [54] [55]
The Sherman Kent School for Intelligence Analysis is a training school for Central Intelligence Agency (CIA) intelligence analysts located in Reston, Virginia. [1] Opened in May 2000, the school is housed on the second floor of a five-story structure of polished brick and smoked glass that is sheathed with special materials and contains sensors ...
Data leakage in machine learning can be detected through various methods, focusing on performance analysis, feature examination, data auditing, and model behavior analysis. Performance-wise, unusually high accuracy or significant discrepancies between training and test results often indicate leakage. [ 6 ]
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