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14 Top Data Pipeline Key Terms Explained

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 Here are some key terms commonly used in data pipelines 1. Data Sources Definition: Points where data originates (e.g., databases, APIs, files, IoT devices). Examples: Relational databases (PostgreSQL, MySQL), APIs, cloud storage (S3), streaming data (Kafka), and on-premise systems. 2. Data Ingestion Definition: The process of importing or collecting raw data from various sources into a system for processing or storage. Methods: Batch ingestion, real-time/streaming ingestion. 3. Data Transformation Definition: Modifying, cleaning, or enriching data to make it usable for analysis or storage. Examples: Data cleaning (removing duplicates, fixing missing values). Data enrichment (joining with other data sources). ETL (Extract, Transform, Load). ELT (Extract, Load, Transform). 4. Data Storage Definition: Locations where data is stored after ingestion and transformation. Types: Data Lakes: Store raw, unstructured, or semi-structured data (e.g., S3, Azure Data Lake). Data Warehous...
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6 Top Ideas Key to Success in Life

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  These are the ideas for self growth. Total six steps to focus more to improve your self growth. 1# Education  The first of the nine success factors is education. In our society, the highest paid people are those who know more than the average. They know more of the critical facts, ideas and information than the average person in their field.    As a result, they can make a more valuable contribution to a knowledge-based society and live the best life possible . They are valued more, respected more and ultimately paid more money and promoted more often. The rule is that, “to earn more, you must learn more.” If you want to increase your level of income and achieve the best life for yourself, you must increase your level of intellectual capital and thereby the value of the knowledge component of what you are doing. 2# Skill The second of the nine success factors that you can use to achieve the best life possible is simply skill. Your level of ability in you...
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