Masterclass Certificate in Data Analytics for Mining Professionals
-- ViewingNowThe Masterclass Certificate in Data Analytics for Mining Professionals is a comprehensive course designed to equip mining industry professionals with essential data analytics skills. In an era driven by digital transformation and big data, this course is increasingly important for career advancement.
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โข Data Analysis Fundamentals: Introduction to Data Analytics, Types of Data, Data Collection Methods, Data Cleaning, Data Preparation
โข Statistical Analysis: Descriptive and Inferential Statistics, Probability Theory, Hypothesis Testing, Regression Analysis
โข Data Mining Techniques: Data Warehousing, Online Analytical Processing (OLAP), Data Mining Algorithms, Predictive Modeling
โข Machine Learning for Mining: Supervised and Unsupervised Learning, Machine Learning Algorithms, Model Evaluation, Feature Engineering
โข Big Data Analytics: Hadoop, Spark, NoSQL Databases, Data Lake, Real-Time Analytics
โข Data Visualization: Data Storytelling, Chart Selection, Visualization Tools, Dashboard Design
โข Data Ethics and Privacy: Data Privacy Laws, Ethical Considerations in Data Mining, Bias Mitigation Techniques
โข Data Analytics Tools: Python, R, SQL, Tableau, Power BI
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