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This diagram illustrates the Data Cleaning Cycle, a systematic process that begins with importing data and progresses through merging datasets, rebuilding missing data, standardization, normalization, de-duplication, and verification and enrichment before exporting the cleaned data. The cyclical nature emphasizes that data cleaning is an iterative process where each step builds upon the previous one to ensure high-quality, reliable data for analysis and decision-making.
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Noah AkakpoOffline
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- Kwame Nkrumah University of Science and Technology
- BSc. Geological Engineering
About me
Noah Akakpo
Academic Board Secretary for the Ghana Engineering Student's Association seeing to the smooth academy journey of students of the Association
Dedicated and safety-conscious Geological Engineering student at Kwame Nkrumah University of Science and Technology, currently serving as the Academic Board Secretary for the Ghana Engineering Students’ Association. Experienced in the mining industry through internships with AngloGold Ashanti Ghana Limited and a technical field trip to Mensin Gold, Bibiani. Passionate about integrating safety, sustainability, and innovation in geological and mining operations. Holds an Advanced Diploma in Occupational Health and Safety Management from the Imperial College of Mines and Safety, with strong leadership and communication skills aimed at shaping the future of engineering practice in Ghana and beyond
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