Professional Certificate in Data Manipulation for Smart Systems
-- ViewingNowThe Professional Certificate in Data Manipulation for Smart Systems is a crucial course designed to equip learners with essential skills in data manipulation for the advanced technology industry. This program is particularly important in the current data-driven world, where smart systems are becoming increasingly prevalent.
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โข Data Manipulation Fundamentals: Introduction to data manipulation concepts, data types, and basic operations.&br โข Data Cleaning and Preparation: Techniques for cleaning and preparing datasets for analysis, including handling missing values and outliers.&br โข Data Transformation and Aggregation: Methods for transforming and aggregating data, including reshaping, merging, and grouping data.&br โข Data Visualization: Techniques for visualizing data using charts, graphs, and other visual aids, with a focus on effective communication of insights.&br โข SQL for Data Manipulation: Introduction to SQL, including data querying, filtering, and aggregation.&br โข Python for Data Manipulation: Hands-on experience with Python libraries for data manipulation, including Pandas and NumPy.&br โข Data Manipulation Best Practices: Guidelines for effective data manipulation, including data security, version control, and testing.&br โข Data Manipulation for Smart Systems: Real-world applications of data manipulation in smart systems, including IoT devices and machine learning.
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