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Evidence generation has an increasingly important role in decisional steps within the healthcare field. Knowing the complexity of this field is an important tool to benefit from the nowadays availability of clinical data. In our Evidence Generation courses, designed for professionals dealing with clinical trials, statistical analysis, and manuscripts among others, the concepts behind these two fields are addressed: the rationale behind the use of these data, including real-world data and real-world evidence, statistical analysis and publication.