Certificate in Mining Data Analytics: Actionable Knowledge
-- ViewingNowThe Certificate in Mining Data Analytics: Actionable Knowledge is a comprehensive course designed to equip learners with essential data analytics skills critical in the mining industry. This program highlights the importance of data-driven decision-making, providing a solid foundation in statistical analysis, predictive modeling, and machine learning techniques.
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โข Introduction to Mining Data Analytics: Fundamentals of data mining, data analytics, and actionable knowledge.
โข Data Preparation for Mining: Data cleaning, preprocessing, and transformation.
โข Exploratory Data Analysis: Descriptive statistics, data visualization, and univariate analysis.
โข Statistical Analysis: Hypothesis testing, regression analysis, and correlation.
โข Machine Learning Techniques: Supervised and unsupervised learning, model evaluation.
โข Big Data Analytics: Hadoop, Spark, and NoSQL databases.
โข Data Visualization: Interactive and static visualization tools, storytelling with data.
โข Data Security and Privacy: Data protection, ethical considerations, and legal compliance.
โข Domain-Specific Applications: Industry-specific mining data analytics.
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