LEARN / DATA MANAGEMENT

Data notes ยท Data management

๐Ÿ“š Data Management Study Notes

๐Ÿ—‚๏ธ Purpose of Data Organisation

  • Efficiency: Quick and easy access, retrieval, and processing, saving time and resources.
  • Accuracy and Consistency: Minimizes errors, inconsistencies, and redundancy.
  • Meaningful Insights: Facilitates easy analysis to reveal trends and insights.
  • Collaboration and Sharing: Improves understandability and ease of sharing.
  • Compliance and Security: Easier implementation of security measures and regulatory compliance.

๐ŸŽจ Common File Formats for Graphics and Audio

๐Ÿ–ผ๏ธ Graphics

  • Raster Graphics:
    • .jpg/.jpeg: Compressed, common for photographs.
    • .png: Lossless compression, supports transparency.
    • GIF (.gif): Simple animations, limited colors, lossless compression.
  • Vector Graphics:
    • SVG (.svg): XML-based, scalable, great for web use.
    • AI (.ai): Adobe Illustrator format, professional vector graphics.

๐ŸŽง Audio

  • MP3 (.mp3): Compressed, smaller size, widely compatible.
  • AAC (.aac): Improved quality over MP3, commonly used by Apple.
  • WAV (.wav): Uncompressed, high-quality audio, large files.
  • FLAC (.flac): Compressed but lossless, retains original audio quality.

Movie

  • MP4 (.mp4): Highly compatible, compressed video with good quality.
  • AVI (.avi): High-quality video, large file size, common in Windows.
  • MKV (.mkv): Supports high-quality video, subtitles, and multiple audio tracks.
  • MOV (.mov): High-quality format commonly used by Apple devices.

Documents

  • DOCX (.docx): Standard Microsoft Word format ideal for creating formatted text documents with images and rich styling.
  • XLSX (.xlsx): Microsoft Excel format for spreadsheets, perfect for data analysis, formulas, and charts.
  • PPTX (.pptx): Microsoft PowerPoint format designed for presentations, incorporating multimedia and transitions.
  • TXT (.txt): Plain text file containing unformatted text, lightweight and universally compatible.

๐Ÿ”„ Purpose and Strategies for Managing Software Updates

  • Purpose: Security, bug fixes, new features, compatibility.
  • Strategies: Automatic updates, regular backups, review release notes.

๐Ÿ“„ Types of Software Licenses

  • Open Source: Free to use, modify, distribute.
  • Closed Source: Source code not publicly available, limited rights.
  • Shareware: Free initial trial, payment required later.
  • Freeware: Completely free to use without charge, but limited usage rights.
  • Proprietry: Paid Software or Subscription

๐Ÿ“ Designing Effective Spreadsheets

  • Clearly labelled rows and columns
  • Consistent formatting (fonts, colors, number formats)
  • Logical data arrangement
  • Strategic use of formulas
  • Data visualization (charts, graphs)
  • Accessibility considerations

๐Ÿ” Organising Data with Sort and Filter

  • Sorting: Arrange data based on values (ascending or descending).
  • Filtering: Display only specific subsets of data.
  • Combined Use: Filter first, then sort for refined analysis.

Best Practices: Always select entire datasets when sorting; use combined sort/filter functions for deeper insights.