MATH 211 • Tüm Sınavlar • Statistics for Sciences
Bu ders ile MATH 211 sınavı için temel konseptleri çok iyi anlamakla kalmayıp sınava girmeye de tamamen hazır olacaksın.
Dersin içeriğinde yer alan Permutation, Combination, Binomial Theorem, Rules of Probability, Conditional Probability, Independence, Bayes Theorem, Random Variable, PDF, CDF, Expected Value, Variance, Binomial Distribution ve Poisson Distribution kavramlarını çok iyi öğreneceksin ve hepsine dair en az birer örnek soru göreceksin.
Ayda 1899 TL, peşin fiyatına 3 taksit
Eğitmenler
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.
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.
Konular
Combinatorial Analysis
14 konu anlatımı
Basic Principles of Counting
Counting Examples
Permutations
Permutations Example
Groups and Circular Permutation Example
Identical Objects Example 1
Identical Objects Example 2
Identical Objects Example 3
Combination
n choose r
Committee Example 1
Committee Example 2
Ball Example 1
Ball Example 2
Axioms of Probability
11 konu anlatımı
Sample Space and Events
Probability
Axioms of Probability
Some Rules
Coin Example
Dice Example
Card Example 1
Card Example 2
Ball Example
Set Example
Birthday Example
Conditional Probability, Bayes' Rule and Independence
14 konu anlatımı
Conditioning Events
Total Probability Rule
Example 1
Example 2
Example 3
Example 4
Example 5
Example 6
Bayes' Rule
Bayes' Rule Example 1
Bayes' Rule Example 2
Independence
Independence Example 1
Independence Example 2
Sample Midterm Part I
22 soru
Counting 1
Counting 2
Counting 3
Counting 4
Axioms of Probability 1
Axioms of Probability 2
Axioms of Probability 3
Axioms of Probability 4
Conditional Probability 1
Conditional Probability 2
Conditional Probability 3
Conditional Probability 4
Independence 1
Independence 2
Conditional Probability and Independence
Bayes' Rule 1
Bayes' Rule 2
Bayes' Rule 3
Bayes' Rule 4
Bayes' Rule 5
Bayes' Rule 6
Bayes' Rule 7
Discrete Random Variables and Mathematical Expectation
12 konu anlatımı
Random Variables
Probability Mass Function
PMF Example 1
PMF Example 2
Cumulative Distribution Function
CDF Example 1
Expected Value
Expected Value Example 1
Expected Value Example 2
Variance
Variance Example 1
Variance Example 2
Continuous Random Variables and Mathematical Expectation
9 konu anlatımı
Probability Density Function - PDF
Example 1
Cumulative Distribution Function - CDF
Example 2
Expected Value
Expected Value - Example 1
Expected Value - Example 2
Variance
Variance - Example 1
Sample Midterm 1 Questions 1
13 soru
Discrete Random Variables 1
Discrete Random Variables 2
Discrete Random Variables 3
Discrete Random Variables 4
Discrete Random Variables 5
Discrete Random Variable 6
Discrete Random Variable 7
Continuous Random Variables 1
Continuous Random Variables 2
Continuous Random Variables 3
Continuous Random Variables 4
Continuous Random Variables 5
Continuous Random Variables 6
Sample Midterm 1 Questions 2
6 soru
Question 1
Question 2
Question 3
Question 4
Question 5 (BU SINAVA DAHİL DEĞİL)
Question 6 (BU SINAVA DAHİL DEĞİL)
Special Discrete Probability Distributions
14 konu anlatımı
Bernoulli Distribution Part 1
Bernoulli Distribution Part 2
Example 1
Example 2
Binomial Distribution Part 1
Binomial Distribution Part 2
Example 3
Example 4
Poisson Distribution Part 1
Poisson Distribution Part 2
Example 5
Example 6
Poisson Approximation to Binomial Distribution
Example 7
Special Continuous Probability Distributions
10 konu anlatımı
Uniform Distribution
Example 1
Example 2
Normal Distribution
Standard Normal Distribution
Reading Z Table - Option 1
Reading Z Table - Option 2
Example 3
Normal Approximation to Binomial Distribution
Example 5
Sample Midterm Problems I
15 soru
Binomial Distribution 1
Binomial Distribution 2
Binomial Distribution 3
Binomial Distribution 4
Poisson distribution 1
Poisson Distribution 2
Poisson Distribution 3
Poisson distribution 4
Normal Distribution 1
Normal Distribution 2
Normal Distribution 3
Normal Distribution 4
Normal Distribution 5
Normal Distribution 6
Normal Distribution 7
Sampling Distribution of the Mean
13 konu anlatımı
Sample Mean
Sample Variance
Example 1
Central Limit Theorem
Example 2
Example 3
Example 4
Example 5
Example 6
Reading T Table
T Distribution
Example 7
Example 8
Point Estimation
1 konu anlatımı · 4 soru
Method of Maximum Likelihood
Example 1
Example 2
Example 3
Example 4
Sample Midterm 2 Questions 1
13 soru
Z Distribution 1
Z Distribution 2
Z Distribution 3
Z Distribution 4
Z Distribution 5
Z Distribution 6
Z Distribution 7
T Distribution 1
T Distribution 2
T Distribution 3
Maximum Likelihood Estimators 1
Maximum Likelihood Estimators 2
Maximum Likelihood Estimators 3
Interval Estimation
17 konu anlatımı
Introduction
Table Values (ONLY z alpha and t alpha)
The Estimation of Means (Sigma known)
Example 1
Example 2
The Estimation of Means (sigma unknown)
Example 1
Example 2
Confidence Interval For Difference Between Means (sigma known)
Example 1
Example 2
Confidence Interval For Difference Between Means (sigma unknown)
Example 1
Example 2
The Estimation of Proportions
Example 1
Example 2
Sample Midterm 2 Questions 2
13 soru
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 Differences of Means (Known Variances) 1
C.I. of Difference of Means (Unknown Variances) 1
C.I. of Difference of Means (Unknown Variances) 2
Interval Estimation Single Population (Midterm Review)
12 konu anlatımı · 2 soru
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 (Midterm Review)
10 konu anlatımı · 2 soru
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
Sample Final Problems I (Midterm Review)
14 soru
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
5 konu anlatımı · 3 soru
Introduction
Terminology
Example 1
Example 2
Example 3
Exam Like Question 1
Exam Like Question 2
Exam Like Question 3
Hypothesis Testing Single Population
9 konu anlatımı · 3 soru
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
Hypothesis Testing Two Populations
5 konu anlatımı · 1 soru
Tests for Difference Between Means
Example 1
Example 2
Example 3
Example 4
Exam like Question 1
Sample Final Questions 1
25 soru
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 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
15 konu anlatımı
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 Questions 2
8 soru
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