Global Certificate in Smart City Panorama Analytics
-- ViewingNowThe Global Certificate in Smart City Panorama Analytics is a comprehensive course designed to empower learners with essential skills for career advancement in the rapidly growing smart cities industry. This course focuses on teaching learners how to analyze and interpret data to improve urban planning, infrastructure, and services, leading to more sustainable and livable cities.
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โข Smart City Concepts: Overview of smart cities, key stakeholders, and the role of data analytics.
โข Data Collection Technologies: IoT sensors, mobile devices, social media, and open data sources.
โข Data Management: Data governance, security, privacy, and interoperability issues.
โข Data Analysis Techniques: Descriptive, diagnostic, predictive, and prescriptive analytics.
โข Big Data Analytics: Hadoop, Spark, NoSQL databases, and data lake concepts.
โข AI & Machine Learning: Supervised, unsupervised, and reinforcement learning; neural networks.
โข Visualization Tools: Tableau, PowerBI, QlikView, and open-source libraries.
โข Smart City Applications: Mobility, energy, water, waste, public safety, and healthcare use cases.
โข Ethics & Governance: Bias, fairness, transparency, and accountability in smart city analytics.
โข Future Trends: 5G, edge computing, digital twins, and citizen participation.
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