Certificate in Data Science Essentials for Care
-- ViewingNowThe Certificate in Data Science Essentials for Care is a crucial course designed to equip learners with essential data science skills necessary for career advancement in the healthcare industry.
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โข Introduction to Data Science: Basics of data science, its importance and applications in healthcare.
โข Data Analysis: Data collection, cleaning, preprocessing, exploration and visualization.
โข Statistical Methods: Descriptive and inferential statistics, probability, hypothesis testing.
โข Machine Learning: Supervised, unsupervised and reinforcement learning, model evaluation.
โข Data Modeling: Regression, classification, clustering, time-series analysis and prediction.
โข Python Programming: Python basics, data manipulation using libraries like Pandas and NumPy.
โข Data Visualization: Data representation using libraries like Matplotlib, Seaborn and Tableau.
โข Big Data: Introduction to big data, distributed computing, Hadoop and Spark.
โข Ethics in Data Science: Data privacy, security and ethical considerations in data science.
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