Global Certificate in AI for Machine Learning: Smart Data Solutions
-- ViewingNowThe Global Certificate in AI for Machine Learning: Smart Data Solutions is a comprehensive course designed to meet the surging industry demand for AI and machine learning expertise. This certificate program equips learners with essential skills to analyze and interpret complex data, create data-driven solutions, and make informed business decisions.
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โข Unit 1: Introduction to Artificial Intelligence (AI) & Machine Learning (ML)
โข Unit 2: Understanding Data & Data Preprocessing for ML
โข Unit 3: Supervised Learning: Concepts & Algorithms
โข Unit 4: Unsupervised Learning: Clustering & Dimensionality Reduction
โข Unit 5: Deep Learning: Neural Networks & Convolutional Neural Networks (CNNs)
โข Unit 6: Natural Language Processing (NLP): Text Analysis & Sentiment Analysis
โข Unit 7: Computer Vision: Object Detection & Image Recognition
โข Unit 8: Reinforcement Learning: Q-learning & Deep Q Networks (DQNs)
โข Unit 9: Ethical Considerations & Bias in AI
โข Unit 10: AI Applications in Business: Fraud Detection & Predictive Analytics
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