Global Certificate in Data Science Essentials: Analytical Skills
-- ViewingNowThe Global Certificate in Data Science Essentials: Analytical Skills is a comprehensive course designed to equip learners with fundamental data science skills. This certification is crucial in today's data-driven world, where businesses increasingly rely on data for decision-making.
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โข Data Collection: Understanding data sources, data types, and data collection methods.
โข Data Cleaning: Techniques for handling missing or inconsistent data, outlier detection, and data imputation.
โข Data Analysis: Descriptive and inferential statistics, probability distributions, and hypothesis testing.
โข Data Visualization: Data storytelling, chart selection, and visual best practices.
โข Exploratory Data Analysis (EDA): Univariate, bivariate, and multivariate analysis, hypothesis generation, and data investigation.
โข Statistical Modeling: Regression analysis, generalized linear models, and model evaluation.
โข Machine Learning Basics: Supervised, unsupervised, and reinforcement learning, model training, and model validation.
โข Data Ethics: Responsible data use, privacy, and bias mitigation.
โข Big Data Analytics: Distributed computing, Hadoop, Spark, and cloud-based data solutions.
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