PROBABILITY & STATISTICS (WALPOLE) • Part I • Olasılık ve İstatistik
Her mühendisliğin temelinde var olan Olasılık ve İstatistik konularının uygulamalarını gördüğümüz bu derste: 1) Data Analysis 2) Probability 3) Random Variables 4) Mathematical Expectation 5) Discrete Probability Distributions 6) Continuous Probability Distributions konularını inceliyoruz.
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Eğitmenler
İhsan Altundağ
Eğitmen
2007 yılında Galatasaray Üniversitesi Bilgisayar Mühendisliği bölümünden birincilikle mezun olduktan sonra Fransa'da Kriptoloji üzerine Fransa hükümeti tarafından verilen bursla yüksek lisans yaptım. Devamında ikinci kez sınava girerek Boğaziçi Matematik bölümünü de bitirdim. Yaklaşık 15 yıldır üniversite öğrencilerine dersler vermekteyim.
Ömer Faruk Altun
Co-founder & Head of Education
2011 yılında Endüstri Mühendisliği okumak için başladığım Sabancı Üniversitesi'nden 2018 yılında Bilgisayar Mühendisi olarak mezun oldum. 13 yıldır Altun ismiyle başta Sabancı Üniversitesi olmak üzere çeşitli okullarda Endüstri ve Bilgisayar Mühendisliği alanlarında ders vermekteyim. Unicourse'ta sunduğum derslerin yanında eğitim departmanının da sorumluluğunu üstlenmekteyim.
Konular
Introduction to Statistics and Data Analysis
23 konu anlatımı
Introduction
Frequency Distribution
Example 1
Relative Frequency Distribution
Example 2
Cumulative Frequency Distribution
Example 3
Frequency Histogram
Measures of Central Location
Example 4
Measures of Variability
Example 5
Example 6
Example 7
Skewness and Kurtosis
Stem and Leaf Diagram
Example 8
Example 9
Box and Whisker Plot
Example 10
Comparing Boxplots
Example 11
Example 12
Probability
3 konu anlatımı
Counting and Probability
Conditional Probability and Independence
Bayes' Rule
Random Variables and Probability Distributions
17 konu anlatımı
Random Variables
Probability Mass Function (PMF) for Discrete RV
PMF Example 1
PMF Example 2
Cumulative Distribution Function for Discrete RV
CDF Example
Probability Density Function (PDF) for Continuous RV
PDF Example
Cumulative Distribution Function (CDF) for Continuous RV
CDF Example
Discrete Joint Random Variables
Discrete Joint RV Example
Marginal PMF and CDF for Discrete Joint RV
Conditional PMF and CDF for Discrete Joint RV
Continuous Joint Random Variables
Marginal PDF and CDF for Continuous Joint RV
Conditional PDF and CDF for Continuous Joint RV
Mathematical Expectation
24 konu anlatımı
Expected Value for Discrete RV
Example 1
Example 2
Variance for Discrete RV
Example 3
Example 4
Expected Value for Continuous RV
Example 5
Example 6
Variance for Continuous RV
Example 7
Expected Value for Discrete Joint RV
Variance for Discrete Joint RV
Example 8
Conditional Expectation for Discrete Joint RV
Example 9
Example 10
Expected Value and Variance for Continuous Joint RV
Conditional Expectation for Continuous Joint RV
Example 11
Example 12
Example 13
Covariance
Correlation
Some Discrete Probability Distributions
14 konu anlatımı
Discrete Uniform Distribution Part 1
Discrete Uniform Distribution Part 2
Bernoulli Distribution Part 1
Bernoulli Distribution Part 2
Binomial Distribution Part 1
Binomial Distribution Part 2
Poisson Distribution Part 1
Poisson Distribution Part 2
Poisson Approximation to Binomial Distribution
Geometric Distribution Part 1
Geometric Distribution Part 2
Hypergeometric Distribution
Negative Binomial Distribution Part 1
Negative Binomial Distribution Part 2
Some Continuous Probability Distributions
7 konu anlatımı
Uniform Distribution
Exponential Distribution
Normal Distribution
Standard Normal Distribution
Reading Z Table - Option 1
Reading Z Table - Option 2
Example
Central Limit Theorem
9 konu anlatımı
Sample Mean
Sample Variance
Example 1
Central Limit Theorem
Example 2
Example 3
Example 4
Example 5
Example 6
Sample Exam Problems
44 soru
Descriptive Statistics 1
Descriptive Statistics 2
Descriptive Statistics 3
Probability 1
Probability 2
Probability 3
Probability 4
Probability 5
Probability 6
Probability 7
Probability 8
Probability 9
Random Variables and Probability Distributions 1
Random Variables and Probability Distributions 2
Random Variables and Probability Distributions 3
Random Variables and Probability Distributions 4
Random Variables and Probability Distributions 5
Random Variables and Probability Distributions 6
Random Variables and Probability Distributions 7
Mathematical Expectation 1
Mathematical Expectation 2
Mathematical Expectation 3
Mathematical Expectation 4
Mathematical Expectation 5
Mathematical Expectation 6
Mathematical Expectation 7
Mathematical Expectation 8
Covariance 1
Covariance 2
Some Discrete Probability Distributions 1
Some Discrete Probability Distributions 2
Some Discrete Probability Distributions 3
Some Discrete Probability Distributions 4
Some Discrete Probability Distributions 5
Some Discrete Probability Distributions 6
Some Continuous Probability Distributions 1
Some Continuous Probability Distributions 2
Some Continuous Probability Distributions 3
Some Continuous Probability Distributions 4
Some Continuous Probability Distributions 5
Some Continuous Probability Distributions 6
Central Limit Theorem 1
Central Limit Theorem 2
Central Limit Theorem 3
Paketi Tamamla
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