Professional Certificate in Data Analytics Fundamentals: Basic Knowledge
-- ViewingNowThe Professional Certificate in Data Analytics Fundamentals is a vital course designed to equip learners with essential data analytics skills. This certificate program covers basic knowledge, providing a strong foundation for career advancement in the data-driven industry.
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โข Introduction to Data Analytics: Understanding the data analytics landscape, data analytics process, and the role of a data analyst.
โข Data Collection: Identifying data sources, data extraction techniques, and ethical considerations in data collection.
โข Data Cleaning and Preparation: Techniques for data cleaning, data transformation, and data preparation.
โข Data Analysis with Python: Introduction to Python programming, Python libraries for data analysis, and data manipulation techniques.
โข Data Visualization: Principles of data visualization, creating effective visualizations using Python libraries, and storytelling with data.
โข Statistical Analysis: Descriptive and inferential statistics, probability distributions, and statistical testing.
โข Machine Learning Fundamentals: Supervised and unsupervised learning, model evaluation, and model selection.
โข Big Data Analytics: Introduction to big data, tools and techniques for big data processing, and real-world big data use cases.
โข Data Security and Privacy: Understanding data security risks, data privacy regulations, and best practices for data protection.
Note: This list is not exhaustive and can be tailored to specific learning objectives or audience needs.
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