Global Certificate in Data Science Fundamentals for Care
-- ViewingNowThe Global Certificate in Data Science Fundamentals for Care is a comprehensive course designed to equip learners with essential data science skills. In today's data-driven world, these skills are in high demand across various industries.
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โข Data Types & Structures: Introduction to data types, variables, and data structures such as arrays, matrices, and data frames.
โข Data Manipulation & Cleaning: Techniques for cleaning, transforming, and preprocessing data using popular programming languages such as Python or R.
โข Statistical Analysis & Probability: Basic concepts of probability, distributions, and statistical inference for data analysis.
โข Data Visualization: Techniques for visualizing data using popular libraries such as Matplotlib, Seaborn, or ggplot2.
โข Machine Learning Fundamentals: Overview of machine learning algorithms, supervised vs. unsupervised learning, and model evaluation metrics.
โข Data Management & SQL: Introduction to relational databases and SQL for data querying and manipulation.
โข Big Data Fundamentals: Overview of big data technologies such as Hadoop, Spark, and Hive.
โข Ethics in Data Science: Discussion of ethical considerations in data science, including data privacy, bias, and fairness.
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