Professional Certificate in AI for Product Development in Education
-- ViewingNowThe Professional Certificate in AI for Product Development in Education is a comprehensive course designed to empower education professionals with the latest AI technologies. This program highlights the importance of AI in transforming educational products and services, addressing the surging industry demand for AI-skilled professionals in the education sector.
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⢠Introduction to AI & Machine Learning: Fundamentals of AI, ML, and Deep Learning; Supervised, Unsupervised, and Reinforcement Learning; Neural Networks
⢠Data Preprocessing for AI: Data Cleaning, Data Wrangling, Data Visualization, Feature Engineering; Exploratory Data Analysis
⢠Natural Language Processing (NLP) in Education: Text Preprocessing, Sentiment Analysis, Named Entity Recognition, Topic Modeling, Chatbots
⢠Computer Vision for AI Education Applications: Object Detection, Image Recognition, Facial Expression Recognition, Scene Understanding; Augmented Reality in Education
⢠AI Ethics in Education: Bias and Discrimination, Privacy and Security, Transparency and Explainability, Human-AI Collaboration; Responsible AI Practices
⢠AI for Personalized Learning: Intelligent Tutoring Systems, Adaptive Learning, Learning Analytics, Competency-Based Education; Student Modeling, Intelligent Assessment
⢠AI-Powered Educational Data Mining: Pattern Recognition, Association Rule Learning, Predictive Modeling; Recommendation Systems in Education
⢠AI for Accessibility and Inclusion: Assistive Technologies, Speech Recognition, Sign Language Recognition; Universal Design for Learning, Neurodiversity
⢠Implementing AI in Product Development: AI Project Management, AI Integration, AI Testing, AI Scaling; Continuous Learning and Improvement
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