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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⢠Introduction to AI & Machine Learning: Understanding the basics of AI, Machine Learning, and Deep Learning
⢠Data Preparation for AI: Data cleaning, preprocessing, and feature engineering
⢠Regression Techniques in AI: Simple and multiple linear regression, polynomial regression, and regularization
⢠Classification Algorithms: Logistic regression, decision trees, random forest, and support vector machines
⢠Unsupervised Learning: Clustering, dimensionality reduction, and association rule learning
⢠Deep Learning Fundamentals: Neural networks, backpropagation, and convolutional neural networks
⢠Natural Language Processing: Text preprocessing, sentiment analysis, and topic modeling
⢠Computer Vision: Object detection, image recognition, and facial recognition
⢠AI Ethics and Bias: Understanding ethical considerations, AI bias, and fairness in AI systems
⢠AI Project Management: Planning, executing, and monitoring AI projects
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