課程信息

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初級

Basic familiarity with functions, basic algebra, and Python will help you get the most out of this specialization.

英語(English)

您將學到的內容有

  • Describe and quantify the uncertainty inherent in predictions made by machine learning models

  • Visually and intuitively understand the properties of commonly used probability distributions in machine learning and data science

  • Apply common statistical methods like maximum likelihood estimation (MLE) and maximum a priori estimation (MAP) to machine learning problems

  • Assess the performance of machine learning models using interval estimates and margin of errors

您將獲得的技能

  • Statistical Analysis
  • Probability And Statistics
  • Probability
  • Statistical Hypothesis Testing
  • Machine Learning (ML) Algorithms
可靈活調整截止日期
根據您的日程表重置截止日期。
可分享的證書
完成後獲得證書
100% 在線
立即開始,按照自己的計劃學習。
初級

Basic familiarity with functions, basic algebra, and Python will help you get the most out of this specialization.

英語(English)

提供方

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DeepLearning.AI

關於 Mathematics for Machine Learning and Data Science 專項課程

Mathematics for Machine Learning and Data Science

常見問題

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