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Email: it@huph.edu.vn
Email: it@huph.edu.vn
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Đổi giao diện
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Learning AI
Machine Learning cơ bản
en
English
Statistics and Math
Statistics
0 students
Last updated
Jan 2025
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Overview
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Course content
Sections:
1
•
Activities:
0
•
Resources:
80
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Section 1
Contents
01 Introduction to Statistics
02 Descriptive Statistics vs Inferential Statistics
03 Qualitative and Quantitative
04 Statistic vs Parameter Population vs Sample
05 Scales of Measurement Nominal Ordinal Interval Ratio Scale Data
06 Mean Median Mode and Range How To Find It
07 How To Find The Missing Value Given The Mean Chemistry Test Scores and Statistics
08 How To Find The Weighted Mean and Weighted Average In Statistics
09 Arithmetic Mean Geometric Mean Weighted Mean Harmonic Mean Root Mean Square Formula Statistics
10 Calculating The Standard Deviation Mean Median Mode Range Variance Using Excel
11 How To Make a Simple Frequency Table
12 How To Make a Relative Frequency Distribution Table
13 How To Make a Cumulative Relative Frequency Table
14 Dot Plots and Frequency Tables
15 A Beginners Guide To Line Plots
16 Stem and Leaf Plots
17 Side by Side Stem and Leaf Plots
18 How To Make a Histogram Using a Frequency Distribution Table
19 How To Make a Frequency Polygon
21 How To Find The Interquartile Range any Outliers Descriptive Statistics
22 How To Make Box and Whisker Plots
23 Statistics Excel
24 Skewness Right Left Symmetric Distribution Mean Median Mode With Boxplots Statistics
25 Sample Mean and Population Mean Statistics
26 Mean Median and Mode of Grouped Data Frequency Distribution Tables Statistics
27 How To Calculate The Standard Deviation
28 Mean Absolute Deviation Statistics
29 Variance and Standard Deviation With Microsoft Excel Descriptive Statistics
30 How To Calculate Variance
31 How To Calculate The Standard Deviation of Grouped Data
32 Introduction to Probability Basic Overview Sample Space Tree Diagrams
33 Probability Formulas Symbols Notations Marginal Joint Conditional Probabilities
34 Probability of Complementary Events Sample Space
35 Conditional Probability With Venn Diagrams Contingency Tables
36 Probability Independent and Dependent Events
37 Probability of Mutually Exclusive Events With Venn Diagrams
38 Multiplication Addition Rule Probability Mutually Exclusive Independent Events
39 Compound Probability of Independent Events Coins 52 Playing Cards
40 How To Calculate Expected Value
41 Probability Tree Diagrams
42 Bayes Theorem of Probability With Tree Diagrams Venn Diagrams
43 Finding The Probability of a Binomial Distribution Plus Mean Standard Deviation
44 Geometric Distribution Probability Mean Variance Standard Deviation
45 Introduction to Poisson Distribution Probability Statistics
46 Continuous vs Discrete Data
47 Continuous Probability Distributions Basic Introduction
48 Cumulative Distribution Functions and Probability Density Functions
50 Probability Exponential Distribution Problems
51 Standard Normal Distribution Tables Z Scores Probability Empirical Rule Stats
52 Law of Large Numbers
53 Central Limit Theorem Sampling Distribution of Sample Means Stats Probability
54 Standard Error of the Mean
55 How To Find The Z Score Confidence Interval and Margin of Error for a Population Mean
56 How To Find The Z Score Given The Confidence Level of a Normal Distribution 2
57 How To Calculate The Sample Size Given The Confidence Level Margin of Error
58 Students T Distribution Confidence Intervals Margin of Error
59 Finding The Confidence Interval of a Population Proportion Using The Normal Distribution
60 Chebyshevs Theorem
61 Hypothesis Testing Null and Alternative Hypotheses
62 How To Identify Type I and Type II Errors In Statistics
63 One Tailed and Two Tailed Tests Critical Values Significance Level Inferential Statistics
64 Test Statistic For Means and Population Proportions
65 Hypothesis Testing Problems Z Test T Statistics One Two Tailed Tests 2
66 P Value Method For Hypothesis Testing
67 Hypothesis Testing Solving Problems With Proportions
68 Hypothesis Testing Difference of Two Means Students Distribution Normal Distribution
69 How to find Cohens D to determine the Effect Size Using Pooled Standard Deviation
70 Hypothesis Testing With Two Proportions
71 Matched or Paired Samples T Test Hypothesis Testing
72 Chi Square Test
73 Chi Square Distribution Test of a Single Variance or Standard Deviation
74 Test of Independence Using Chi Square Distribution
75 Linear Regression Using Least Squares Method Line of Best Fit Equation
76 Correlation Coefficient
77 How To Calculate The Correlation Coefficient Using The Covariance Formula College Statistics
79 Averages and Uncertainty Calculations
81 ACT Math Test Prep
89 Physics Basic Introduction
91 Precalculus Introduction Basic Overview Graphing Parent Functions Transformations Domain Range
92 Calculus 1 Review Basic Introduction
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Statistics
Course modified date:
14 Jan 2025
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