Advanced Certificate in Data-Driven Decisions with Interpretable AI
-- ViewingNowThe Advanced Certificate in Data-Driven Decisions with Interpretable AI course is a comprehensive program designed to equip learners with essential skills for making informed, data-driven decisions using cutting-edge AI technologies. This course is of utmost importance in today's data-driven world, where businesses rely heavily on data analysis to make critical decisions.
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โข Unit 1: Introduction to Data-Driven Decisions and AI
โข Unit 2: Data Preprocessing and Cleaning
โข Unit 3: Exploratory Data Analysis (EDA)
โข Unit 4: Machine Learning Fundamentals
โข Unit 5: Interpretable AI and Explainable Machine Learning
โข Unit 6: Feature Engineering and Selection
โข Unit 7: Model Evaluation, Selection, and Tuning
โข Unit 8: Ethical Considerations in AI-driven Decisions
โข Unit 9: Implementing Data-Driven Decisions and AI in Business
โข Unit 10: Capstone Project: Develop an End-to-End Data-Driven Decision-making Solution with Interpretable AI
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