Professional Certificate in Data Analysis for Demos

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The Professional Certificate in Data Analysis by Demos is a comprehensive course that empowers learners with essential data analysis skills demanded by today's data-driven industries. This program's importance lies in its ability to transform raw data into actionable insights, driving informed business decisions.

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With a focus on industry relevance, the course covers key topics including data manipulation, statistical analysis, and data visualization using tools like Excel, Python, and Tableau. Learners gain hands-on experience, preparing them for roles such as Data Analyst, Business Intelligence Analyst, or Data Scientist. Upon completion, learners are equipped with a valuable skill set, making them more competitive in the job market. This certificate course not only enhances analytical thinking but also bridges the gap between data and strategic planning, fueling career advancement opportunities.

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โ€ข Introduction to Data Analysis – Basics of data analysis, understanding data, data types, and data sources.
โ€ข Data Cleaning and Preparation – Data pre-processing, data cleaning, handling missing data, and data transformation.
โ€ข Exploratory Data Analysis (EDA) – Descriptive statistics, data visualization, and data interpretation techniques.
โ€ข Statistical Analysis – Statistical inference, hypothesis testing, and regression analysis.
โ€ข Data Modeling and Predictive Analytics – Machine learning techniques, predictive modeling, and model evaluation.
โ€ข Big Data Analytics – Hadoop, Spark, NoSQL databases, and distributed computing.
โ€ข Data Visualization – Creating effective visualizations, data storytelling, and dashboard creation.
โ€ข Data Ethics and Privacy – Ethical considerations, data privacy, and compliance with regulations.
โ€ข Communication and Presentation Skills – Communicating data insights, presenting findings, and stakeholder management.

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่Žทๅพ—่Œไธš่ฏไนฆ

็คบไพ‹่ฏไนฆ่ƒŒๆ™ฏ
PROFESSIONAL CERTIFICATE IN DATA ANALYSIS FOR DEMOS
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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