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Statistics for Computer Science Basics: Syllabus and Core Concepts

주석실무비디오 수업

학습 가이드 - 영상으로 배우기

업로드한 자료에 맞춘 엄선된 수업 – 모든 주제를 단계별로 배워보세요.

Intro to Stats

  • Parameters vs. Statistics
    05:53
  • Types of Data
    04:24

Intro to Collecting Data

  • Introduction to Collecting Data
    4:01

Sampling Methods

  • Simple Random Sampling
    04:17
  • Simple Random Sampling Example 1
    01:30
  • Sampling Methods Example 2
    03:07

Visualizing Qualitative vs. Quantitative Data

  • Visualizing Qualitative vs. Quantitative Data
    04:39

Mean

  • 가이드 코스
    Calculating the Mean Example 1
    03:08
  • Calculating the Mean
    04:52

Median

  • Comparing Mean vs. Median Example 2
    04:56
  • Calculating the Median Example 1
    02:35
  • Calculating the Median
    03:26

Percentiles & Quartiles

  • Percentiles and Quartiles
    07:11
  • Percentiles and Quartiles Example 1
    04:30

Correlation Coefficient

  • Calculating Correlation Coefficient - Graphing Calculator Example 1
    03:44
  • Correlation Coefficient
    05:43
  • Calculating Correlation Coefficient - Graphing Calculator
    04:40

Basic Concepts of Probability

  • 가이드 코스
    Introduction to Probability
    5:37

Discrete Random Variables

  • Variance & Standard Deviation of Discrete Random Variables
    04:48
  • Expected Value (Mean) of Random Variables Example 2
    03:26
  • Intro to Random Variables & Probability Distributions Example 1
    03:06

Binomial Distribution

  • The Binomial Experiment Example 1
    02:58
  • Mean & Standard Deviation of Binomial Distribution
    03:28
  • Finding Binomial Probabilities Using TI-84 Example 1
    03:33

Steps in Hypothesis Testing

  • Intro to Hypothesis Testing
    05:12
  • Step 3: Get P-Value
    06:50
  • Step 2: Calculate Test Statistic
    06:34

Performing Hypothesis Tests: Means

  • Standard Deviation (σ) Known Example 2
    04:53
  • Standard Deviation (σ) Known Example 3
    06:51
  • Standard Deviation (σ) Unknown Example 4
    06:13