Global Certificate in AI and Market Demand Forecasting
-- ViewingNowThe Global Certificate in AI and Market Demand Forecasting is a comprehensive course that equips learners with essential skills to tackle real-world business challenges. This course is crucial in today's data-driven world, where businesses rely on accurate demand forecasting to make informed decisions.
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โข Introduction to Artificial Intelligence (AI): Understanding AI basics, history, and current trends.
โข Machine Learning (ML) Fundamentals: Supervised, unsupervised, and reinforcement learning concepts.
โข Deep Learning (DL) Principles: Neural networks, activation functions, and backpropagation.
โข Time Series Analysis: Decomposition, stationarity, and autocorrelation.
โข Data Demand Forecasting: Quantitative methods, qualitative methods, and causal forecasting.
โข AI-powered Market Demand Forecasting: ML and DL algorithms for demand forecasting.
โข Feature Engineering: Data preprocessing, transformation, and feature extraction.
โข Evaluation Metrics: Regression, classification, and time series evaluation metrics.
โข AI Ethics and Bias: Understanding ethical implications and potential biases in AI applications.
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