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Learning AI
Machine Learning cơ bản
en
English
Statistics and Math
Mastering Statistics for Machine Learning Beginners Guide
0 students
Last updated
Jan 2025
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Overview
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Course content
Sections:
1
•
Activities:
1
•
Resources:
81
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Section 1
General
Announcements
001 INTRODUCTION MWoS gitir
002 Topics to be covered in this Course NT1d gitir
003 Introduction to SESSION 1 PPQe gitir
004 What is Statistics BXSD gitir
005 Population and Sample ytuE gitir
006 Data Collection in Statistics xhCx gitir
007 Frequency Distribution in Statistics JNE8 gitir
008 Measures of Central Tendency kO0j gitir
009 Measures of Central Tendency in MS Excel szIq gitir
010 Solving a Question MEAN PART 1 7y1Z gitir
011 Solving a Question MEAN PART 2 2eeC gitir
012 Measures of Central Tendency MEDIAN RdVe gitir
013 Explaining MEDIAN with example eo8J gitir
014 Measures of Central Tendency MODE 9zq6 gitir
015 Modality in Statistics Dv2P gitir
016 Doubts about MODE vYbQ gitir
017 Histogram Mode rYnv gitir
018 Doubts about the Histogram 2UlS gitir
019 Riddle Guess DXTB gitir
020 Measures of Dispersion A2jn gitir
021 Measures of Dispersion Range c2nS gitir
022 Measures of Dispersion Quartile Deviation OCT7 gitir
023 Boxplot or Box Whiskers Plot and Outliners Zjkq gitir
024 Problem of Standard Deviation 7bUO gitir
025 Standard Deviation and Variance N2OA gitir
026 Covariance in Statistics 0dKr gitir
027 Correlation and Example PART 1 sC0x gitir
028 Correlation and Example PART 2 9AW2 gitir
029 Skewness in Statistics n9Ss gitir
030 Activities and Homework 5GzB gitir
031 Queries by the Students 6Mnj gitir
032 Last Riddle Guess sC1c gitir
033 Summary of SESSION 1 bGhv gitir
034 INTRODUCTION sfNK gitir
035 Introduction to Probability Basics PART 1 1wfX gitir
036 Introduction to Probability Basics PART 2 71UO gitir
037 A Random Experiment hPBf gitir
038 Sample Space in Probability e3lQ gitir
039 Event in Probability PART 1 EKMf gitir
040 Event in Probability PART 2 viHN gitir
041 Trial in Probability CS4E gitir
042 Riddle Guess 7INn gitir
043 Activity Let s Solve tdEw gitir
044 Probability Possibility t5Jw gitir
045 Let s Solve Activities VUmy gitir
046 Conditional Probability nDaV gitir
047 Example 1 and Formulas Nd59 gitir
048 Example 2 and Formulas DClj gitir
049 Riddle Guess KCLs gitir
050 Random Variable 3oro gitir
051 Example 1 of Random Variable PART 1 Explanation 508I gitir
052 Example 1 of Random Variable PART 2 Solving lNGz gitir
053 Example 2 of Random Variable T4Aj gitir
054 Homework for Practice 8q6G gitir
055 Doubts in Example 2 UZMk gitir
056 Last Riddle of SESSION 2 ZQwd gitir
057 Introduction F1Fi gitir
058 Topics we will cover in SESSION 3 02Uf gitir
059 Riddle Guesss 8CZX gitir
060 Uniform Distribution J6kM gitir
061 Types of Uniform Distribution zR50 gitir
062 Formula for Uniform Distribution and How to Apply MlJ0 gitir
063 Let s Solve Uniform Distribution PART 1 2vJd gitir
064 Let s Solve Uniform Distribution PART 2 iz7N gitir
065 Binomial Distribution qzj5 gitir
066 Formula for Binomial Distribution and How to apply it cVfh gitir
067 Let s Solve 1 Binomial Distribution SQK0 gitir
068 Let s Solve 2 Binomial Distribution 9ZyH gitir
069 Normal Distribution and it s Formula QsQI gitir
070 Let s Solve Normal Distribution ab0D gitir
071 Normal Distribution Importance wq2M gitir
072 Q A with the Students PART 1 OhqD gitir
073 Q A with the Students PART 2 TVES gitir
074 Doubts about Normal Distribution arFF gitir
075 Poisson distribution and it s Formula YblP gitir
076 Let s Solve Poisson Distribution sy3o gitir
077 Q A with Poisson Distribution xGPA gitir
078 Exponential Distribution and it s Formula DZpJ gitir
079 Let s Solve Exponential Distribution and it s doubts IwPJ gitir
080 SUMMARY of this Session and some doubts ZI4T gitir
081 Riddle Guesss SRYh gitir
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Mastering Statistics for Machine Learning Beginners Guide
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19 Jan 2025
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