Professional Certificate in Systems Development through AI
-- ViewingNowThe Professional Certificate in Systems Development through AI is a vital course designed to equip learners with essential skills in artificial intelligence and machine learning. This program is critical in the current technology-driven world, where AI is increasingly being used to develop intelligent systems.
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โข Introduction to Artificial Intelligence (AI): Overview of AI, its history, and potential. Understanding AI concepts, techniques, and tools.
โข Systems Analysis and Design: Techniques for analyzing and designing systems. Requirements gathering, system documentation, use cases, and design patterns.
โข Machine Learning (ML) Basics: Understanding ML algorithms, supervised and unsupervised learning, and data preprocessing.
โข Deep Learning (DL) Fundamentals: Introduction to neural networks, backpropagation, and DL frameworks.
โข AI System Development: Practical applications of AI in system development, including decision trees, rule-based systems, and expert systems.
โข Natural Language Processing (NLP): Text processing, sentiment analysis, and machine translation using NLP techniques.
โข Computer Vision: Image recognition, object detection, and facial recognition using DL.
โข Reinforcement Learning: Understanding reinforcement learning, Q-learning, and deep Q-networks.
โข AI Ethics and Regulations: Exploring ethical considerations in AI, regulations, and their impact on system development.
โข Capstone Project: Applying AI, ML, and DL techniques to develop a complete system, demonstrating proficiency in systems development through AI.
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