Professional Certificate in Data Science: Statistical Analysis
-- ViewingNowThe Professional Certificate in Data Science: Statistical Analysis equips learners with essential skills for career advancement in today's data-driven world. This course focuses on statistical analysis, a critical component of data science, and covers topics including probability, regression, hypothesis testing, and experimental design.
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โข Basic Statistical Concepts: Descriptive statistics, probability, distributions, hypothesis testing
โข Exploratory Data Analysis: Data visualization, data summarization, univariate and bivariate analysis
โข Probability Theory: Conditional probability, Bayes' theorem, random variables, joint and marginal distributions
โข Inferential Statistics: Confidence intervals, hypothesis testing, p-values, statistical significance
โข Regression Analysis: Simple and multiple linear regression, model selection, diagnostics, interpretation
โข Analysis of Variance (ANOVA): One-way and two-way ANOVA, factorial designs, interactions, post-hoc tests
โข Non-parametric Statistics: Rank-based methods, distribution-free tests, permutation tests
โข Multivariate Analysis: Principal component analysis, factor analysis, cluster analysis, discriminant analysis
โข Time Series Analysis: Autoregressive, moving average, ARIMA models, seasonality, forecasting
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