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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⢠Unit 1: Introduction to Artificial Intelligence (AI) & Machine Learning (ML)
⢠Unit 2: Understanding Data & Data Preprocessing for ML
⢠Unit 3: Supervised Learning: Concepts & Algorithms
⢠Unit 4: Unsupervised Learning: Clustering & Dimensionality Reduction
⢠Unit 5: Deep Learning: Neural Networks & Convolutional Neural Networks (CNNs)
⢠Unit 6: Natural Language Processing (NLP): Text Analysis & Sentiment Analysis
⢠Unit 7: Computer Vision: Object Detection & Image Recognition
⢠Unit 8: Reinforcement Learning: Q-learning & Deep Q Networks (DQNs)
⢠Unit 9: Ethical Considerations & Bias in AI
⢠Unit 10: AI Applications in Business: Fraud Detection & Predictive Analytics
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