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Machine Learning for Practical Use

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    • Category : Engineering > Computer Science
    • Keyword : Machine Learning, Python, AI, Artificial Intellience, CUK
    • Taught by : Yongseong KIM
    • Created By : The Cyber University of Korea
    • Offered By : The Cyber University of Korea (CUK), Korea Education and Research Information Service (KERIS)
    • Date Added : 2022.06.22

    This course aims to explore on analyzing various data used in practice through basic Python coding and machine learning. Through this, the basic competency to analyze various kinds of work data and make work intelligent is cultivated.

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Number of lessons: 12 facebook twitter line whatsapp kakaotalk

차시별 강의
No Contents Type & Play Subject Description URL
1. Type video Subject Description
  • [Lesson 1-1] Essential Concepts of Machine Learning
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2. Type video Subject Description
  • [Lesson 1-2] Using Numpy
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3. Type video Subject Description
  • [Lesson 1-3] Using Pandas
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4. Type video Subject Description
  • [Lesson 2-1] Types of Machine Learning Algorithm
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5. Type video Subject Description
  • [Lesson 2-2] Understanding the KNN Algorithm
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6. Type video Subject Description
  • [Lesson 2-3] Practice Using the KNN Algorithm
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7. Type video Subject Description
  • [Lesson 3-1] Understanding the SVM Algorithm
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8. Type video Subject Description
  • [Lesson 3-2] Practice Using the SVM Algorithm
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9. Type video Subject Description
  • [Lesson 3-3] Understanding Decision Tree Algorithms
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10. Type video Subject Description
  • [Lesson 4-1] Understanding Linear Regression Algorithm
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11. Type video Subject Description
  • [Lesson 4-2] Linear Regression Alrogithm Practice
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12. Type video Subject Description
  • [Lesson 4-3] Understanding Principal Component Analysis
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