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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...

Social Media Career Options

Social Media career
Skill Set for Social Media Jobs
  • Understands social media universe including Facebook, Twitter, Google+, Instagram, Pinterest, YouTube, Vimeo, Yelp, Urbanspoon, TripAdvisor, Company Blogs/Wordpress and more 
  • Able to work effectively in a multi-tasking environment 
  • Excels at research, possesses excellent writing skills and the ability to create editorial and technical writing output quickly 
  • Proficient with Microsoft Office products, or preferably Apple iWork products 
  • Demonstrated creativity and documented immersion in social media 
  • Have excellent verbal and written communication skills and an ability to work individually on a project or in a team environment 
Social media popularity from Udemy
The career options
  • Management of social media
  • Copy writing
  • Design
  • Public speaking
The popular training (#sponsored)


Popular training in social media

The Hot and coldest skills as per dice



The other popular Social media managers
  • Content creation
  • Marketing analytics
  • News junkie
  • Customer service
  • Community management
  • Funnel marketing
  • Project management

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