Global Certificate in Building Intelligent Software Systems
-- ViewingNowThe Global Certificate in Building Intelligent Software Systems is a comprehensive course designed to equip learners with essential skills for developing smart and efficient software systems. This program emphasizes the importance of artificial intelligence, machine learning, and data-driven decision making in modern software development.
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โข Unit 1: Introduction to Intelligent Software Systems โ Foundational concepts, history, and importance of intelligent software systems.
โข Unit 2: Artificial Intelligence (AI) & Machine Learning (ML) Basics โ Overview of AI, ML, and their applications in intelligent software systems.
โข Unit 3: Data Mining & Big Data Analytics โ Data preprocessing, mining techniques, and big data processing tools.
โข Unit 4: Natural Language Processing (NLP) & Text Analytics โ NLP fundamentals, text analytics, and NLP applications in intelligent software systems.
โข Unit 5: Computer Vision & Image Processing โ Basics of computer vision, popular algorithms, and image processing techniques.
โข Unit 6: Deep Learning & Neural Networks โ Deep learning concepts, architectures, and its applications in intelligent software systems.
โข Unit 7: Intelligent Agents & Multi-Agent Systems โ Concepts, design, and implementation of intelligent agents and multi-agent systems.
โข Unit 8: Robotics & Automation Systems โ Basics of robotics and automation, robot kinematics, and motion planning.
โข Unit 9: Ethical Considerations & Bias Mitigation โ Ethical implications of intelligent software systems and techniques for reducing biases.
โข Unit 10: Capstone Project - Building an Intelligent Software System โ Students will build a complete intelligent software system from scratch.
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