Executive Development Programme in Connected Systems: Data Science
-- ViewingNowThe Executive Development Programme in Connected Systems: Data Science certificate course is a comprehensive program designed to meet the growing industry demand for data science expertise. This course emphasizes the importance of data-driven decision-making and equips learners with essential skills in connected systems and data science.
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โข Foundations of Data Science: Introduction to Data Science, Big Data, Data Analytics, and their importance in Connected Systems
โข Data Collection and Management: Data collection methods, data cleaning, data management, and databases
โข Statistical Analysis and Probability: Descriptive and inferential statistics, probability distributions, and statistical modeling
โข Machine Learning: Supervised and unsupervised learning, regression, classification, clustering, and neural networks
โข Data Visualization: Data visualization techniques, tools, and best practices
โข Predictive Analytics: Predictive modeling, time series analysis, and forecasting
โข Natural Language Processing: Text analysis, sentiment analysis, and language translation
โข Data Ethics and Privacy: Data privacy principles, ethical considerations, and legal compliance
โข Connected Systems and Data Science: Real-world applications of data science in Connected Systems, including IoT, smart cities, and Industry 4.0
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