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The book delves into the journey of data analysis, starting with essential concepts like data collection and cleaning, and advancing to techniques such as descriptive statistics and data visualization. It covers sophisticated methodologies, including inferential statistics, predictive modeling, and machine learning, while highlighting the significance of data quality and effective analysis. Through practical examples and case studies, readers gain the skills to utilize data insights for informed decision-making and innovation across various fields.
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From Numbers to Knowledge: The Journey of Data Analysis, Mina Kumari
- Language
- Released
- 2024
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- (Paperback)
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- Title
- From Numbers to Knowledge: The Journey of Data Analysis
- Subtitle
- DE
- Language
- English
- Authors
- Mina Kumari
- Publisher
- LAP LAMBERT Academic Publishing
- Released
- 2024
- Format
- Paperback
- Pages
- 52
- ISBN13
- 9786207808038
- Category
- Mathematics
- Description
- The book delves into the journey of data analysis, starting with essential concepts like data collection and cleaning, and advancing to techniques such as descriptive statistics and data visualization. It covers sophisticated methodologies, including inferential statistics, predictive modeling, and machine learning, while highlighting the significance of data quality and effective analysis. Through practical examples and case studies, readers gain the skills to utilize data insights for informed decision-making and innovation across various fields.