Professional Certificate in AI for Self-
-- ViewingNowThe Professional Certificate in AI is a self-paced course designed to equip learners with essential AI skills for career advancement. This program covers key AI concepts, including machine learning, deep learning, and data science.
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โข Introduction to Artificial Intelligence (AI): Understanding AI, its history, and potential
โข AI Algorithms and Techniques: Types of AI, machine learning, deep learning, and neural networks
โข Data Preprocessing for AI: Data cleaning, feature selection, and data transformation
โข Building AI Models: Model selection, training, evaluation, and optimization
โข Natural Language Processing (NLP): Text analysis, sentiment analysis, and language translation
โข Computer Vision: Image recognition, object detection, and facial recognition
โข Reinforcement Learning: Reinforcement learning basics, Q-learning, and Deep Q Networks
โข AI Ethics and Regulations: Bias in AI, privacy concerns, and government regulations
โข AI Applications: Real-world AI applications, opportunities, and challenges
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