Advanced Certificate in Data Science Fundamentals: Basic Principles
-- ViewingNowThe Advanced Certificate in Data Science Fundamentals: Basic Principles is a comprehensive course designed to equip learners with essential data science skills. This program covers key concepts, including data manipulation, statistical analysis, and data visualization.
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โข Basic Statistics and Probability Theory
โข Data Wrangling and Preprocessing
โข Exploratory Data Analysis (EDA)
โข Data Visualization Fundamentals
โข Introduction to Machine Learning
โข Supervised Learning Algorithms
โข Unsupervised Learning Algorithms
โข Evaluation Metrics for Data Science Models
โข Data Science Ethics and Best Practices
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