Certificate in Data Manipulation and Analysis

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The Certificate in Data Manipulation and Analysis is a comprehensive course designed to equip learners with essential skills in data analysis. This program is crucial in today's data-driven world, where businesses rely heavily on data to make informed decisions.

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The course covers a range of topics including data cleaning, data visualization, and statistical analysis. Learners will gain hands-on experience using tools such as Python, SQL, and Excel, making them highly sought after in various industries. By the end of this course, learners will be able to manipulate and analyze large datasets, communicate findings effectively through data visualization, and apply statistical methods to draw meaningful insights. These skills are essential for career advancement in fields such as data science, business intelligence, and research. Invest in your career today with the Certificate in Data Manipulation and Analysis and stay ahead in the competitive job market.

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โ€ข Introduction to Data Manipulation and Analysis
โ€ข Understanding Databases and SQL
โ€ข Data Cleaning and Preprocessing
โ€ข Data Wrangling with Python (pandas)
โ€ข Data Visualization with Python (matplotlib, seaborn)
โ€ข Exploratory Data Analysis (EDA)
โ€ข Statistical Analysis of Data
โ€ข Hypothesis Testing and Regression Analysis
โ€ข Time Series Analysis and Forecasting
โ€ข Introduction to Machine Learning and Data Mining

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This section features a 3D pie chart presenting the job market trends for individuals with a Certificate in Data Manipulation and Analysis in the UK. The data is based on the percentage of job openings for several popular roles, including Data Engineer, Data Analyst, Data Scientist, and Business Intelligence Developer. The chart is designed with a transparent background and no added background color, ensuring that it adapts seamlessly to all screen sizes. The width is set to 100%, and the height is set to 400px, making it responsive and engaging for users. The Google Charts library is loaded using the provided script tag, and the JavaScript code defines the chart data, options, and rendering logic using the google.visualization.arrayToDataTable method and the is3D option. Overall, this 3D pie chart showcases the strong demand for skilled professionals with a Certificate in Data Manipulation and Analysis in the UK's growing data-driven economy.

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็คบไพ‹่ฏไนฆ่ƒŒๆ™ฏ
CERTIFICATE IN DATA MANIPULATION AND ANALYSIS
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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