Professional Certificate in Data Analysis for Demos
-- ViewingNowThe Professional Certificate in Data Analysis by Demos is a comprehensive course that empowers learners with essential data analysis skills demanded by today's data-driven industries. This program's importance lies in its ability to transform raw data into actionable insights, driving informed business decisions.
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โข Introduction to Data Analysis – Basics of data analysis, understanding data, data types, and data sources.
โข Data Cleaning and Preparation – Data pre-processing, data cleaning, handling missing data, and data transformation.
โข Exploratory Data Analysis (EDA) – Descriptive statistics, data visualization, and data interpretation techniques.
โข Statistical Analysis – Statistical inference, hypothesis testing, and regression analysis.
โข Data Modeling and Predictive Analytics – Machine learning techniques, predictive modeling, and model evaluation.
โข Big Data Analytics – Hadoop, Spark, NoSQL databases, and distributed computing.
โข Data Visualization – Creating effective visualizations, data storytelling, and dashboard creation.
โข Data Ethics and Privacy – Ethical considerations, data privacy, and compliance with regulations.
โข Communication and Presentation Skills – Communicating data insights, presenting findings, and stakeholder management.
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