CMPE 343 • Introduction to Probability and Statistics for Computer Engineers • Final
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Bu dersimizde sunduğumuz içerikler sırasıyla: 1) Interval Estimation of Single Population 2) Interval Estimation of Multiple Populations 3) Hypothesis Testing and Properties 4) Hypothesis Testing for Single Population 5) Hypothesis Testing for Multiple Populations 6) Regression Analysis konularını derinlemesine anlayıp finale hazırlanıyoruz.
Konular
Sampling Distributions: Part 1
Sample Mean
Sample Variance
Example 1
Central Limit Theorem
Example 2
Example 3
Example 4
Example 5
Example 6
Normal Approximation to Binomial Distribution
Normal Approximation to Poisson Distribution
Sampling Distributions: Part 2
Reading Z Table - Option 1
Reading Z Table - Option 2
Reading T Table
Reading Chi Table
Reading F Table
Z Distribution
Example 1
Exam Like Question 1
Chi Square Distribution
Example 2
T Distribution
Example 3
Example 4
Exam Like Question 2
F Distribution
Example 5
Example 6
Sample Final Problems I
Z Distribution 1
Z Distribution 2
Z Distribution 3
Z Distribution 4
Z Distribution 5
Z Distribution 6
Z Distribution 7
Z Distribution 8
Z Distribution 9
Z Distribution 10
Normal Approximation to Binomial Distribution 1
Normal Approximation to Binomial Distribution 2
Normal Approximation to Binomial Distribution 3
T Distribution 1
T Distribution 2
T Distribution 3
Chi Square Distribution 1
Chi Square Distribution 2
Chi Square Distribution 3
Chi Square Distribution 4
F Distribution 1
F Distribution 2
All Distributions 1
All Distributions 2
Interval Estimation Single Population
Introduction
Table Values
Confidence Interval for Means( Sigma known)
Example 1
Example 2
Example 3
Exam-like Question 1
Confidence Interval for Means (sigma unknown)
Example 1
Example 2
Confidence Interval for Proportions
Example 1
Example 2
Exam-like Question 1
Interval Estimation Two Populations
Confidence Interval For Difference Between Means ( sigma known)
Example 1
Example 2
Example 3
Exam-like Question 1
Confidence Interval For Difference Between Means ( sigma unknown)
Example 1
Example 2
Exam-like Question
Confidence Interval for Difference Between Proportions
Example 1
Example 2
Confidence Interval for Ratio of Variances
Example
Chapter Summary
Sample Final Problems II
C.I. of Mean (Known Variance) 1
C.I. of Mean (Known Variance) 2
C.I. of Mean (Known Variance) 3
C.I. of Mean (Unknown Variance) 1
C.I. of Mean (Unknown Variance) 2
C.I. of Mean (Unknown Variance) 3
Confidence Interval for Proportion 1
Confidence Interval for Proportion 2
Confidence Interval for Proportion 3
Confidence Interval for Proportion 4
C.I. of Difference of Means (Known Variances) 1
C.I. of Difference of Means (Known Variances) 2
C.I. of Difference of Means (Unknown Variances) 1
C.I. of Difference of Means (Unknown Variances) 2
Hypothesis Testing and Properties
Introduction
Terminology
Example 1
Example 2
Example 3
Exam Like Question 1
Exam Like Question 2
Exam Like Question 3
Hypothesis Testing Single Population
Introduction
Tests for Mean
Example 1
Example 2
Example 3
Example 4
Exam like Question 1
Exam like Question 2
Tests for Proportion
Example 5
Example 6
Exam like Question 3
Tests for Variances
Example 7
Example 8
Exam like Question 4
Hypothesis Testing Two Populations
Tests for Difference Between Means
Example 1
Example 2
Example 3
Example 4
Exam like Question 1
Tests for Ratio of Two Variances
Example 5
Example 6
Exam like Question 2
Tests Among k Proportions
Example 7
Sample Final Problems III
Hypothesis Testing Basics 1
Hypothesis Testing Basics 2
Hypothesis Testing Basics 3
Testing for the Mean 1
Testing for the Mean 2
Testing for the Mean 3
Testing for the Mean 4
Testing for the Mean 5
Testing for the Mean 6
Testing for the Mean 7
Testing for the Mean 8
Testing for the Mean 9
Testing for the Mean 10
Testing for the Mean 11
Testing for Proportions 1
Testing for Variance 1
Testing for Variance 2
Testing for Difference Between Means 1 (Sigma known)
Testing for Difference Between Means 2 (Sigma known)
Testing for Difference Between Means 3 (Sigma known)
Testing for Difference Between Means 4 (Sigma known)
Testing for Difference Between Means 5 (Sigma unknown)
Testing for Ratio of Two Variances 1
Testing for Ratio of Two Variances 2
Testing for Differences of Proportions 1
Testing about Differences of Proportions 2
Simple Linear Regression Analysis
Regression Equations
Example 1
Example 2
Linear Regression
Example 3
Example 4
Example 5
Example 6
Errors in SLR
Example 7
Some Important Formulas
Slope Paremeter
Test for Slope Parameter
Confidence Interval for Slope Parameter
Example 8
Sample Final Problems IV
Simple Linear Regression 1
Simple Linear Regression 2
Simple Linear Regression 3
Simple Linear Regression 4
Simple Linear Regression 5
Simple Linear Regression 6
Simple Linear Regression 7
Simple Linear Regression 8
Simple Linear Regression 9
Eğitmenler
İhsan AltundağEğitmen
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 AltunCo-founder & Head of Education
2011 yılında Endüstri Mühendisliği okumak için başladığım Sabancı Üniversitesi'nden 2018 yılında Bilgisayar Mühendisi olarak mezun oldum. 11 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.
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