Global Certificate in AI Software: Predictive Modeling
-- ViewingNowThe Global Certificate in AI Software: Predictive Modeling is a comprehensive course designed to empower learners with essential skills in AI and machine learning. This program focuses on predictive modeling, a critical aspect of AI that involves using data, statistical algorithms, and machine learning techniques to identify the likelihood of future outcomes.
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โข Unit 1: Introduction to AI & Predictive Modeling
โข Unit 2: Data Preprocessing for Predictive Modeling
โข Unit 3: Regression Analysis in Predictive Modeling
โข Unit 4: Classification Techniques in AI Predictive Modeling
โข Unit 5: Time Series Analysis and Forecasting
โข Unit 6: Clustering and Segmentation in Predictive Modeling
โข Unit 7: Dimensionality Reduction and Feature Selection
โข Unit 8: Supervised vs Unsupervised Learning in AI Predictive Modeling
โข Unit 9: Neural Networks and Deep Learning for Predictive Modeling
โข Unit 10: Model Evaluation and Validation Techniques
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