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初級レベル
約13時間で修了
英語
字幕:英語

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Bayes' TheoremBayesian ProbabilityProbabilityProbability Theory

受講生の就業成果

41%

コース終了後に新しいキャリアをスタートした

34%

コースが具体的なキャリアアップにつながった
共有できる証明書
修了時に証明書を取得
100%オンライン
自分のスケジュールですぐに学習を始めてください。
柔軟性のある期限
スケジュールに従って期限をリセットします。
初級レベル
約13時間で修了
英語
字幕:英語

提供:

デューク大学(Duke University) ロゴ

デューク大学(Duke University)

シラバス - 本コースの学習内容

コンテンツの評価Thumbs Up96%(25,941 件の評価)Info
1

1

18分で修了

Welcome to Data Science Math Skills

18分で修了
1件のビデオ (合計3分), 2 readings
1件のビデオ
2件の学習用教材
Course Information5 分
Weekly feedback surveys10 分
4時間で修了

Building Blocks for Problem Solving

4時間で修了
10件のビデオ (合計93分), 4 readings, 4 quizzes
10件のビデオ
Sets - Medical Testing Example11 分
Sets - Venn Diagrams7 分
Numbers - The Real Number Line9 分
Numbers - Less-than and Greater-than6 分
Numbers - Algebra With Inequalities10 分
Numbers - Intervals and Interval Notation7 分
Sigma Notation - Introduction to Summation9 分
Sigma Notation - Simplification Rules7 分
Sigma Notation - Mean and Variance12 分
4件の学習用教材
A note about the video lectures in this lesson3 分
A note about the video lectures in this lesson10 分
A note about the video lectures in this lesson10 分
Feedback10 分
4の練習問題
Practice quiz on Sets15 分
Practice quiz on the Number Line, including Inequalities25 分
Practice quiz on Simplification Rules and Sigma Notation20 分
Graded quiz on Sets, Number Line, Inequalities, Simplification, and Sigma Notation35 分
2

2

3時間で修了

Functions and Graphs

3時間で修了
8件のビデオ (合計72分), 3 readings, 3 quizzes
8件のビデオ
Cartesian Plane - Distance Formula10 分
Cartesian Plane - Point-Slope Formula for Lines8 分
Cartesian Plane: Slope-Intercept Formula for Lines7 分
Functions - Mapping from Sets to Sets7 分
Functions - Graphing in the Cartesian Plane11 分
Functions - Increasing and Decreasing Functions10 分
Functions - Composition and Inverse10 分
3件の学習用教材
A note about the video lectures in this lesson3 分
A note about the video lectures in this lesson3 分
Feedback10 分
3の練習問題
Practice quiz on the Cartesian Plane15 分
Practice quiz on Types of Functions20 分
Graded quiz on Cartesian Plane and Types of Function40 分
3

3

3時間で修了

Measuring Rates of Change

3時間で修了
7件のビデオ (合計66分), 3 readings, 3 quizzes
7件のビデオ
Tangent Lines - The Derivative Function9 分
Using Integer Exponents7 分
Simplification Rules for Algebra using Exponents11 分
How Logarithms and Exponents are Related12 分
The Change of Base Formula4 分
The Rate of Growth of Continuous Processes11 分
3件の学習用教材
A note about the video lectures in this lesson10 分
A note about the video lectures in this lesson3 分
Feedback10 分
3の練習問題
Practice quiz onTangent Lines to Functions10 分
Practice quiz on Exponents and Logarithms40 分
Graded quiz on Tangent Lines to Functions, Exponents and Logarithms45 分
4

4

3時間で修了

Introduction to Probability Theory

3時間で修了
8件のビデオ (合計66分), 4 readings, 4 quizzes
8件のビデオ
Joint Probabilities6 分
Permutations and Combinations12 分
Using Factorial and “M choose N”6 分
The Sum Rule, Conditional Probability, and the Product Rule8 分
Bayes’ Theorem (Part 1)10 分
Bayes’ Theorem (Part 2)5 分
The Binomial Theorem and Bayes Theorem8 分
4件の学習用教材
A note about the video lectures in this lesson3 分
A note about the video lectures in this lesson3 分
A note about the video lectures in this lesson3 分
Feedback10 分
4の練習問題
Practice quiz on Probability Concepts25 分
Practice quiz on Problem Solving25 分
Practice quiz on Bayes Theorem and the Binomial Theorem25 分
Probability (basic and Intermediate) Graded Quiz50 分

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