Professional Certificate in Data Analytics for Networking
-- ViewingNowThe Professional Certificate in Data Analytics for Networking is a comprehensive course that equips learners with essential data analytics skills for the networking industry. This program emphasizes the importance of data-driven decision-making in networking, teaching learners to extract valuable insights from complex data sets.
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โข Data Analysis Basics: Introduction to data analytics, data types, data sources, data collection, data preprocessing, data cleaning, and data wrangling.
โข Statistical Analysis: Descriptive and inferential statistics, statistical distributions, probability theory, statistical inference, and hypothesis testing.
โข Data Visualization: Data visualization techniques, data visualization tools, visualization best practices, and storytelling through data.
โข Machine Learning: Machine learning concepts, supervised and unsupervised learning, regression analysis, classification, clustering, and model evaluation.
โข Network Analysis: Network data modeling, graph theory, network visualization, network metrics, and network analysis techniques.
โข Big Data Analytics: Big data concepts, big data sources, big data processing, big data analytics, and big data tools.
โข Data Analytics Tools: Excel, R, Python, SQL, Tableau, Power BI, and other data analytics tools.
โข Data Analytics for Network Security: Network security data sources, network security data analysis, network security visualization, network security metrics, and network security analytics techniques.
โข Data Analytics Project Management: Project management best practices, data analytics project lifecycle, project scoping, project planning, project execution, and project delivery.
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