Professional Certificate in Data Analysis for Professionals: Practical Knowledge
-- ViewingNowThe Professional Certificate in Data Analysis for Professionals: Practical Knowledge is a crucial course for learners seeking to expand their data analysis skills. This program covers essential concepts and techniques, including data visualization, statistical analysis, and interpretation of results.
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โข Introduction to Data Analysis: Basics of data analysis, understanding data, types of data, and data sources.
โข Data Cleaning and Preparation: Data pre-processing, data cleaning, data wrangling, and data transformation.
โข Exploratory Data Analysis (EDA): Data visualization, statistical analysis, and hypothesis testing.
โข Statistical Analysis and Probability: Descriptive and inferential statistics, probability distributions, and statistical modeling.
โข Predictive Modeling: Regression analysis, classification algorithms, and model evaluation.
โข Machine Learning: Supervised and unsupervised learning, machine learning algorithms, and model selection.
โข Big Data Analytics: Introduction to big data, distributed computing, and big data analytics tools.
โข Data Security and Ethics: Data security best practices, ethical considerations in data analysis, and data privacy.
โข Communication and Visualization: Communicating data insights, data storytelling, and data visualization techniques.
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