Global Certificate in Data Science Essentials: Insights
-- ViewingNowThe Global Certificate in Data Science Essentials: Insights is a comprehensive course that equips learners with essential data science skills in high demand across industries. This program covers key topics including data manipulation, visualization, and statistical analysis, providing a strong foundation for further studies in this field.
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โข Data Science Fundamentals: Introduction to data science, history, applications, and its impact on various industries.
โข Data Literacy: Understanding data, data types, data sources, data collection methods, and data cleaning techniques.
โข Statistical Analysis: Descriptive and inferential statistics, probability theory, and statistical modeling.
โข Data Visualization: Data visualization principles, tools, and techniques for effective communication of data insights.
โข Machine Learning Essentials: Overview of machine learning, supervised and unsupervised learning, and model evaluation.
โข Python Programming: Python basics, libraries, and tools for data science, including NumPy, Pandas, and Matplotlib.
โข Data Management: Data management principles, databases, data warehousing, and big data technologies.
โข Ethics in Data Science: Ethical considerations, data privacy, and responsible use of data and AI.
โข Data Science Project Management: Project management principles, agile methodologies, and best practices for data science projects.
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