Acquiring data

Yapay Zekayı Anlamak

Maarten Van den Broeck

Senior Content Developer at DataCamp

AI functions and areas involved

AI functions and areas involved

Yapay Zekayı Anlamak

AI functions and areas involved

AI functions and areas involved

Yapay Zekayı Anlamak

AI functions and areas involved

AI functions and areas involved

Yapay Zekayı Anlamak

AI functions and areas involved

AI functions and areas involved

Yapay Zekayı Anlamak

AI functions and areas involved

AI functions and areas involved

Yapay Zekayı Anlamak

Data acquisition: sensing the environment

Collect outside sensory information through sensors: mimic human senses

Transform perceptions into data

Occurs in:

  • NLP and audio: capturing speech, sounds
  • Computer Vision: satellite images, fingerprint, etc.
  • Robotics and sensors: temperature, touch, motion, gravity, etc.

Sensing the environment

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Data acquisition: datasets

Dataset collection of data: data samples or instances of a given type of data

  • Structured: tabular format, spreadsheets
  • Unstructured: images, audio, videos, text, ...

Dataset flowchart

Yapay Zekayı Anlamak

Data acquisition: datasets

Dataset collection of data: data samples or instances of a given type of data

  • Structured: tabular format, spreadsheets
  • Unstructured: images, audio, videos, text, ...

Dataset flowchart

Yapay Zekayı Anlamak

Data acquisition: datasets

Dataset collection of data: data samples or instances of a given type of data

  • Structured: tabular format, spreadsheets
  • Unstructured: images, audio, videos, text, ...

Dataset flowchart

Yapay Zekayı Anlamak

Data acquisition: datasets

Dataset collection of data: data samples or instances of a given type of data

  • Structured: tabular format, spreadsheets
  • Unstructured: images, audio, videos, text, ...

Dataset flowchart

Yapay Zekayı Anlamak

Let's practice!

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