Global Certificate in Data Science for Beginners: Foundational Knowledge
-- ViewingNowThe Global Certificate in Data Science for Beginners: Foundational Knowledge course is a comprehensive program designed for aspiring data scientists. This course highlights the importance of data science in decision-making processes across industries, making it a valuable asset for career growth.
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โข Introduction to Data Science: Understanding Data Science, its importance, and the role of a Data Scientist.
โข Statistical Foundations: Descriptive and Inferential Statistics, Probability Distributions, and Hypothesis Testing.
โข Data Wrangling: Data Cleaning, Data Preparation, and Data Transformation using Python or R.
โข Exploratory Data Analysis (EDA): Visualization and Interpretation of Data Patterns and Relationships.
โข Data Modeling: Regression Analysis, Classification, and Time Series Analysis.
โข Machine Learning Basics: Supervised and Unsupervised Learning, Model Evaluation, and Model Selection.
โข Introduction to Big Data: Big Data Overview, Hadoop, Spark, and NoSQL Databases.
โข Data Science Tools: Python, R, and SQL for Data Science.
โข Data Ethics and Privacy: Responsible Data Use, Data Privacy, and Ethical Considerations in Data Science.
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