Global Certificate in AI for Predictive Solutions
-- ViewingNowThe Global Certificate in AI for Predictive Solutions is a comprehensive course designed to meet the explosive industry demand for AI skills. This certificate equips learners with essential AI concepts, predictive modeling, machine learning algorithms, and data analysis techniques.
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โข Introduction to AI & Machine Learning: Understanding the basics of AI, Machine Learning, and Deep Learning
โข Data Preparation for AI: Data cleaning, preprocessing, and feature engineering
โข Regression Techniques in AI: Simple and multiple linear regression, polynomial regression, and regularization
โข Classification Algorithms: Logistic regression, decision trees, random forest, and support vector machines
โข Unsupervised Learning: Clustering, dimensionality reduction, and association rule learning
โข Deep Learning Fundamentals: Neural networks, backpropagation, and convolutional neural networks
โข Natural Language Processing: Text preprocessing, sentiment analysis, and topic modeling
โข Computer Vision: Object detection, image recognition, and facial recognition
โข AI Ethics and Bias: Understanding ethical considerations, AI bias, and fairness in AI systems
โข AI Project Management: Planning, executing, and monitoring AI projects
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