Certificate in Data Analysis for Learning

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The Certificate in Data Analysis for Learning is a comprehensive course designed to equip learners with essential data analysis skills for career advancement. In today's data-driven world, there is a high demand for professionals who can interpret and analyze complex data to inform decision-making in various industries.

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This course provides learners with a solid foundation in data analysis techniques, statistical methods, and data visualization tools. Learners will gain hands-on experience in using popular data analysis software, such as R and Tableau, to analyze and interpret data. They will also learn how to communicate their findings effectively to both technical and non-technical audiences. Upon completion of the course, learners will be able to apply data analysis techniques to solve real-world problems and make informed decisions based on data. This course is ideal for learning professionals, researchers, and anyone interested in developing their data analysis skills for career advancement or personal growth.

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โ€ข Introduction to Data Analysis: Basics of data analysis, types of data, and tools used in data analysis.
โ€ข Data Collection: Techniques for collecting data, including surveys, interviews, and observational studies.
โ€ข Data Cleaning: Processes for cleaning and preparing data for analysis, including dealing with missing data and outliers.
โ€ข Data Visualization: Techniques for visualizing data, including charts, graphs, and dashboards.
โ€ข Statistical Analysis: Introduction to statistical methods for analyzing data, including hypothesis testing and regression analysis.
โ€ข Machine Learning: Overview of machine learning techniques for data analysis, including supervised and unsupervised learning.
โ€ข Data Ethics: Ethical considerations in data analysis, including privacy, bias, and transparency.
โ€ข Data Storytelling: Techniques for communicating data insights effectively, including data storytelling and data journalism.
โ€ข Data-Driven Decision Making: How to use data analysis to inform decision making, including identifying key metrics and developing data-driven strategies.

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็คบไพ‹่ฏไนฆ่ƒŒๆ™ฏ
CERTIFICATE IN DATA ANALYSIS FOR LEARNING
ๆŽˆไบˆ็ป™
ๅญฆไน ่€…ๅง“ๅ
ๅทฒๅฎŒๆˆ่ฏพ็จ‹็š„ไบบ
London School of International Business (LSIB)
ๆŽˆไบˆๆ—ฅๆœŸ
05 May 2025
ๅŒบๅ—้“พID๏ผš s-1-a-2-m-3-p-4-l-5-e
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