Professional Certificate in Data Manipulation Techniques

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The Professional Certificate in Data Manipulation Techniques is a comprehensive course designed to equip learners with essential skills in data manipulation, a high-demand skill in today's data-driven economy. This course is critical for learners seeking to advance their careers, providing them with the ability to extract, clean, transform, and manipulate data using popular programming languages such as Python and SQL.

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ใ“ใฎใ‚ณใƒผใ‚นใซใคใ„ใฆ

In this course, learners will master various data manipulation techniques and tools, enabling them to work with large and complex datasets and derive meaningful insights. With data manipulation skills, learners can enhance their data analysis capabilities, making them more valuable to employers and increasing their earning potential. According to the Bureau of Labor Statistics, employment in computer and information technology occupations is projected to grow by 11% from 2019 to 2029, making this course a vital investment in one's career development. In summary, the Professional Certificate in Data Manipulation Techniques course is essential for learners seeking to advance their careers in data analysis, providing them with the necessary skills and tools to manipulate and analyze large and complex datasets.

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โ€ข <data\_manipulation\_basics>
โ€ข <data\_cleaning>
โ€ข <data\_transformation>
โ€ข <data\_merging\_and\_combining>
โ€ข <data\_filtering\_and\_subsetting>
โ€ข <missing\_data\_imputation>
โ€ข <data\_aggregation\_and\_summarization>
โ€ข <data\_visualization\_techniques>
โ€ข <data\_manipulation\_with\_python\_libraries>
โ€ข <data\_manipulation\_best\_practices>

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This section features a 3D pie chart that highlights the demand for various data manipulation roles in the UK. The data is based on job market trends and showcases the percentage of job postings for each role. The demand for data scientists is the highest, accounting for 70% of job postings, followed by data analysts (65%), data engineers (60%), and business intelligence analysts (55%). The transparent background and lack of added background color ensure the chart seamlessly integrates with the rest of the page. Additionally, the chart is fully responsive and adapts to all screen sizes, making it easily accessible on any device.

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ใ‚ตใƒณใƒ—ใƒซ่จผๆ˜Žๆ›ธใฎ่ƒŒๆ™ฏ
PROFESSIONAL CERTIFICATE IN DATA MANIPULATION TECHNIQUES
ใซๆŽˆไธŽใ•ใ‚Œใพใ™
ๅญฆ็ฟ’่€…ๅ
ใงใƒ—ใƒญใ‚ฐใƒฉใƒ ใ‚’ๅฎŒไบ†ใ—ใŸไบบ
London School of International Business (LSIB)
ๆŽˆไธŽๆ—ฅ
05 May 2025
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