Global Certificate in Data Analysis for Operations
-- ViewingNowThe Global Certificate in Data Analysis for Operations is a comprehensive course designed to equip learners with essential data analysis skills for operational excellence. This certification course is vital in today's data-driven world, where businesses rely on data-informed decisions for growth and success.
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โข Data Analysis Fundamentals: Introduction to data analysis, data types, data collection methods, data preprocessing, data cleaning.
โข Statistical Analysis for Data: Descriptive statistics, inferential statistics, probability distributions, hypothesis testing, correlation, and regression analysis.
โข Data Visualization Techniques: Chart types, graphs, data representation, data storytelling, visualization tools and software.
โข Machine Learning for Data Analysis: Supervised learning, unsupervised learning, reinforcement learning, machine learning algorithms, model evaluation.
โข Data Analysis Tools and Software: Excel, R, Python, SQL, Tableau, Power BI, machine learning libraries and frameworks.
โข Data-Driven Decision Making: Business intelligence, data-driven decision making, data analysis in operations, data-driven strategy development.
โข Big Data Analytics: Big data, data warehousing, data mining, distributed computing, Hadoop, Spark.
โข Data Ethics and Privacy: Data ethics, data privacy, data security, data protection regulations, data anonymization.
โข Data Analysis Project Management: Project planning, project execution, project monitoring, project reporting, project closure.
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