Normalization vs Standardization
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YouTubeDataMListic
Normalization vs Standardization
Normalization and standardization sound like the same thing, but they're two completely different rescalings. Normalization (min-max scaling) squashes every value into [0, 1] using the dataset's minimum and maximum. Standardization centers the data at zero with unit spread using the mean and the standard deviation. They look almost identical on ...
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SQL vs. NoSQL Databases The choice between SQL and NoSQL impacts how your application stores, scales, and manages data. SQL (Relational Databases) SQL databases use a structured, table-based format with rows and columns. They rely on a predefined schema, meaning you must define the data structure before adding any information. Strengths: Excellent for complex queries, multi-row transactions, and maintaining strict data integrity (ACID compliance). Best Use: Financial systems, accounting software
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