Masterclass Certificate in AI Analytics: Predictive Modeling
-- ViewingNowThe Masterclass Certificate in AI Analytics: Predictive Modeling is a comprehensive course that equips learners with essential skills for career advancement in the AI industry. This course emphasizes the importance of predictive modeling, a critical aspect of AI analytics, used to make informed decisions and predictions.
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โข Introduction to AI Analytics and Predictive Modeling
โข Understanding Data: Preprocessing and Cleaning
โข Exploratory Data Analysis (EDA)
โข Fundamentals of Machine Learning Algorithms
โข Regression Analysis: Linear and Logistic Regression
โข Time Series Analysis and Forecasting
โข Supervised Learning: Decision Trees, Random Forests, and Boosting
โข Unsupervised Learning: Clustering and Dimensionality Reduction
โข Deep Learning and Neural Networks
โข Model Evaluation and Selection
โข Ethics and Fairness in AI Analytics
โข Capstone Project: Designing and Implementing a Predictive Model
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