Log in Register
CompTIA Instructors Network

Search

By:
Advanced search…
By:
Advanced…
CompTIA Instructors Network
  • Home
  • Forums
    New posts Forum list Trending Search forums Leaderboards
  • Media
    New media New comments Search media
  • Resources
    Latest reviews Search resources
  • Members
    Current visitors New profile posts Search profile posts Leaderboard Trophies
Log in Register

Search

By:
Advanced search…
By:
Advanced…

More options

Toggle width Share this page Share this page
Share
Facebook X (Twitter) Reddit Pinterest Tumblr WhatsApp Business Email Share Link
Menu
Install the app
  • Forums
  • Open Forums
  • Certifications
  • Data Analytics Pathway
  • CompTIA DataX
You are using an out of date browser. It may not display this or other websites correctly.
You should upgrade or use an alternative browser.

Data X

  • Thread starter abiodun1991
  • Start date Aug 15, 2024
Jump to latest Follow Reply
  • 1
  • 2
Next
1 of 2

Go to page

Next Last
abiodun1991

abiodun1991

Well-known member
  • Mar 17, 2022
    878
    533
    22,510
    33
    Nigeria
    minazconsult.org
    Aug 15, 2024
    #1
    • Aug 15, 2024
    • Add bookmark
    • #1
    Select the Appropriate Solution
    •Business needs
    •Solution identification
    •Model selection
     
    Reply
    Report
    abiodun1991

    abiodun1991

    Well-known member
  • Mar 17, 2022
    878
    533
    22,510
    33
    Nigeria
    minazconsult.org
    Aug 15, 2024
    #2
    • Aug 15, 2024
    • Add bookmark
    • #2
    Business Needs and Solution Identification
    Data Scientists usually function as the team collaborator.
    Duties include:

    1. Understanding business needs
    2. Delineating between needs, wishes, and reality
    3. Defining clear objectives
    4. Identifying possible solutions
    5. Assessing viability and risks
     
    • Like
    Reactions: Fanuel
    Reply
    Report
    abiodun1991

    abiodun1991

    Well-known member
  • Mar 17, 2022
    878
    533
    22,510
    33
    Nigeria
    minazconsult.org
    Aug 15, 2024
    #3
    • Aug 15, 2024
    • Add bookmark
    • #3
    Business Needs and Solution Identification
    1723726636831.png
     
    Reply
    Report
    abiodun1991

    abiodun1991

    Well-known member
  • Mar 17, 2022
    878
    533
    22,510
    33
    Nigeria
    minazconsult.org
    Aug 15, 2024
    #4
    • Aug 15, 2024
    • Add bookmark
    • #4
    Model Selection
    •Descriptive statistics
    •Predictive statistics
    •Machine learning
    •Visualizations
     
    Reply
    Report
    abiodun1991

    abiodun1991

    Well-known member
  • Mar 17, 2022
    878
    533
    22,510
    33
    Nigeria
    minazconsult.org
    Aug 15, 2024
    #5
    • Aug 15, 2024
    • Add bookmark
    • #5
    Privacy and Security in Data Use
    •Get assistance
    •Consider the damage
    •Organizational responsibilities
     
    Reply
    Report
    abiodun1991

    abiodun1991

    Well-known member
  • Mar 17, 2022
    878
    533
    22,510
    33
    Nigeria
    minazconsult.org
    Aug 15, 2024
    #6
    • Aug 15, 2024
    • Add bookmark
    • #6
    Masking Sensitive Data
    •Collect minimum personal data necessary
    •Anonymize where possible
    •Policies
    •Audits
     
    Reply
    Report
    abiodun1991

    abiodun1991

    Well-known member
  • Mar 17, 2022
    878
    533
    22,510
    33
    Nigeria
    minazconsult.org
    Aug 15, 2024
    #7
    • Aug 15, 2024
    • Add bookmark
    • #7
    Recognize Considerations of Data
    •Structured and unstructured data
    •Tidy and messy data
    Generated, synthetic, and public d
     
    Reply
    Report
    abiodun1991

    abiodun1991

    Well-known member
  • Mar 17, 2022
    878
    533
    22,510
    33
    Nigeria
    minazconsult.org
    Aug 15, 2024
    #8
    • Aug 15, 2024
    • Add bookmark
    • #8
    Store and Manipulate Data
    •Data processing infrastructure
    •Data formats and compression
    •Automated workflows and data persistence
    •Data refresh cycles and archiving
    •Data streaming, batching, and pipelines
    Data operations and error managemen
     
    Reply
    Report
    abiodun1991

    abiodun1991

    Well-known member
  • Mar 17, 2022
    878
    533
    22,510
    33
    Nigeria
    minazconsult.org
    Aug 15, 2024
    #9
    • Aug 15, 2024
    • Add bookmark
    • #9
    Data Processing Infrastructure
    •Hardware
    •Software
    •Storage
    •Processing units
    •Networking
    •Cloud services
    •Data center
    •Data pipelines
    •Monitoring tools
     
    Reply
    Report
    abiodun1991

    abiodun1991

    Well-known member
  • Mar 17, 2022
    878
    533
    22,510
    33
    Nigeria
    minazconsult.org
    Aug 15, 2024
    #10
    • Aug 15, 2024
    • Add bookmark
    • #10
    Data Formats and Compression
    Tabular
    •CSV
    •XML
    Nestd-hierchical
    •JSON
    •Parquet
    •Arvo
    •ORC (Optimized Row Columnar)
    •Protocol
     
    Reply
    Report
    abiodun1991

    abiodun1991

    Well-known member
  • Mar 17, 2022
    878
    533
    22,510
    33
    Nigeria
    minazconsult.org
    Aug 15, 2024
    #11
    • Aug 15, 2024
    • Add bookmark
    • #11
    Automated Workflows and Data Persistence
    •Version control
    •Code repositories
    •Containers
    •Workflow automation
    •ACID data
     
    Reply
    Report
    abiodun1991

    abiodun1991

    Well-known member
  • Mar 17, 2022
    878
    533
    22,510
    33
    Nigeria
    minazconsult.org
    Aug 15, 2024
    #12
    • Aug 15, 2024
    • Add bookmark
    • #12
    Data Refresh Cycles and Archiving
    Refresh cycles
    •Context
    •Use case
     
    Reply
    Report
    abiodun1991

    abiodun1991

    Well-known member
  • Mar 17, 2022
    878
    533
    22,510
    33
    Nigeria
    minazconsult.org
    Aug 15, 2024
    #13
    • Aug 15, 2024
    • Add bookmark
    • #13
    Archiving
    •Security
    •Disaster recovery
    •Regulation/compliance
    •Privacy
    •Storage
     
    Reply
    Report
    abiodun1991

    abiodun1991

    Well-known member
  • Mar 17, 2022
    878
    533
    22,510
    33
    Nigeria
    minazconsult.org
    Aug 15, 2024
    #14
    • Aug 15, 2024
    • Add bookmark
    • #14
    Data Batching, Streaming, and Pipelines
    Data batching
    •Random
    •Stratified
    •Time-based
     
    Reply
    Report
    abiodun1991

    abiodun1991

    Well-known member
  • Mar 17, 2022
    878
    533
    22,510
    33
    Nigeria
    minazconsult.org
    Aug 15, 2024
    #15
    • Aug 15, 2024
    • Add bookmark
    • #15
    Data streaming
    •Chronological
    •Continuous flow
     
    Reply
    Report
    abiodun1991

    abiodun1991

    Well-known member
  • Mar 17, 2022
    878
    533
    22,510
    33
    Nigeria
    minazconsult.org
    Aug 15, 2024
    #16
    • Aug 15, 2024
    • Add bookmark
    • #16
    Data pipelines
    •Ingestion
    •Preprocessing
    •Deployment and monitoring
     
    Reply
    Report
    abiodun1991

    abiodun1991

    Well-known member
  • Mar 17, 2022
    878
    533
    22,510
    33
    Nigeria
    minazconsult.org
    Aug 15, 2024
    #17
    • Aug 15, 2024
    • Add bookmark
    • #17
    Data Operations and Error Management
    ETL - Extract, Transform, Load
    1723727431378.png
     
    Reply
    Report
    abiodun1991

    abiodun1991

    Well-known member
  • Mar 17, 2022
    878
    533
    22,510
    33
    Nigeria
    minazconsult.org
    Aug 15, 2024
    #18
    • Aug 15, 2024
    • Add bookmark
    • #18
    Collecting Data
     
    Reply
    Report
    Ealbert

    Ealbert

    New member
    Jul 12, 2024
    2
    0
    245
    Nigeria
    Aug 19, 2024
    #19
    • Aug 19, 2024
    • Add bookmark
    • #19
    Hi, Abiodun. do you experience any permission errors when trying to read or write on the vscode environment? see image below. Screenshot 2024-08-19 091856.png
     
    Reply
    Report
    abiodun1991

    abiodun1991

    Well-known member
  • Mar 17, 2022
    878
    533
    22,510
    33
    Nigeria
    minazconsult.org
    Aug 19, 2024
    #20
    • Aug 19, 2024
    • Add bookmark
    • #20
    Ealbert said:
    Hi, Abiodun. do you experience any permission errors when trying to read or write on the vscode environment? see image below. View attachment 1944
    Click to expand...
    I have not experience such
     
    Reply
    Report
    • 1
    • 2
    Next
    1 of 2

    Go to page

    Next Last
    Show hidden low quality content
    You must log in or register to reply here.
    Share:
    Facebook X (Twitter) Reddit Pinterest Tumblr WhatsApp Business Email Share Link
    • Forums
    • Open Forums
    • Certifications
    • Data Analytics Pathway
    • CompTIA DataX
    • CompTIA AC
    • CompTIA Partner Website
    • Digital Solutions Catalog
    • eLearning Resources
    • Contact us
    • Reset site tutorials
    • Terms and rules
    • Privacy policy
    • Help
    • RSS
    | Media embeds via s9e/MediaSites Community services from Audentio
    Top Bottom
    Back
    Jump to latest Follow Reply
    Jump to latest Follow Reply
    Home
    Media
    Resources
    Menu
    • This site uses cookies to help personalise content, tailor your experience and to keep you logged in if you register.
      By continuing to use this site, you are consenting to our use of cookies.
      Accept Learn more…