이 덱의 플래시카드 (23)

• What is the name of the program offered by IIT Madras?

  B.Sc in Programming and Data Science
  education iit_madras
• What is the purpose of the content available on the IIT Madras portal?

  For the online program only
  education copyright
• Who is the instructor for the Machine Learning course?

  Prof Harish Guruprasad Ramaswamy
  education instructor
• What is the definition of Machine Learning?

  Study of computer algorithms that improve automatically through experience and data.
  machine_learning definition
• What are the main topics covered in the first week of the course?

  • What is Machine Learning?
  • The Wonders of Machine Learning
  • Data, Models and ML Tasks
  • Supervised Learning
  • Unsupervised Learning
  course_outline machine_learning
• What are the types of learning in Machine Learning?

  • Supervised Learning
  • Unsupervised Learning
  machine_learning types
• What is the main focus of Machine Learning?

  Algorithm design

  Improvement through experience and data

  Statistical analysis

  Data collection
  machine_learning focus
• What is an example of a machine learning task performed today?

  • Weather prediction
  • Face detection
  machine_learning examples
• What is the temperature shown in the weather prediction interface?

  32°C
  weather temperature
• What percentage of precipitation is shown in the weather prediction?

  0%
  weather precipitation
• What is the humidity percentage in the weather prediction?

  66%
  weather humidity
• What is the wind speed in the weather prediction?

  19 km/h
  weather wind_speed
• What location is mentioned in the weather prediction?

  Andheri West, Mumbai, Maharashtra
  geography location
• What day is indicated in the weather prediction?

  Monday
  calendar days
• What is the primary purpose of face detection in cameras?

  To focus on faces in images.
  machine_learning face_detection
• What is the lowest level of task performance described?

  Manual labor
  tasks manual_labor
• What is one level above manual labor in task performance?

  Tool usage
  tasks tool_usage
• What is the highest level of task performance mentioned?

  Machine Learning
  tasks machine_learning
• What does a task convert according to the speaker?

  Input into output
  tasks process
• What is the diagram titled that illustrates task hierarchy?

  Task Hierarchy
  diagram hierarchy
• What does a human construct to operate on input?

  A tool
  technology tools
• What is a special case of tool usage?

  Programming
  technology programming
• What does the tool convert?

  Input into output
  technology process