Learn Probability and Statistics in an easy way
2.9 (122 ratings)
Instead of using a simple lifetime average, Udemy calculates a course's star rating by considering a number of different factors such as the number of ratings, the age of ratings, and the likelihood of fraudulent ratings.
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Learn Probability and Statistics in an easy way

Improve your math skills using real life examples and succeed in all competitive exams
2.9 (122 ratings)
Instead of using a simple lifetime average, Udemy calculates a course's star rating by considering a number of different factors such as the number of ratings, the age of ratings, and the likelihood of fraudulent ratings.
2,545 students enrolled
Created by Sri ., Ramya T
Last updated 1/2017
English
Curiosity Sale
Current price: $10 Original price: $20 Discount: 50% off
30-Day Money-Back Guarantee
Includes:
  • 11 hours on-demand video
  • 10 Articles
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
What Will I Learn?
  • At the end of this course, students will be able to gain knowledge on statistics, probability and survey sampling.
  • It is designed to learn and solve exercises on your own at the end of each lecture
  • After completing this course, you will master these concepts
  • 1) Calculate the probability of a particular event to occur
  • 2) You will be able to analyze correct probability distribution (normal, t, binomial, etc)
  • 3) Estimate population means and proportions
  • 4) Determine margin of error and confidence levels
  • 5) Test hypothesis
  • 6) You will learn set operations and Probability laws
View Curriculum
Requirements
  • It's nice to have knowledge on basic maths
  • Our course is designed to focus mainly on beginners who have limited or no knowledge on probability and Statistics.
  • Our Course also includes different complex problems for advanced level students to sharpen their skills
Description

This course gives you a broad overview on several concepts and real world examples of probability and statistics. Students who want to learn concepts from scratch, would find it helpful to kick start their preparation and the course helps them to overcome any hurdles in their homework assignments or any competitive exams (GMAT, SAT, GRE, etc). 

The course is designed for students to start with fundamental concepts and the instructors walk you through complex exercises in each section. Our goal is to provide an interactive learning experience for you and we would like to encourage students  to post any questions or if they need any extra guidance on any concept.

Who is the target audience?
  • This is the best course for beginners to kick start their learning with fundamentals
  • Our course also includes advanced level concepts for intermediaries who want to gain more skills on solving any complex real world problems
  • This course helps several set of students from beginners to advanced levels, students who are attending competitive exams or having troubles with their homework
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Curriculum For This Course
66 Lectures
11:02:56
+
Introduction
1 Lecture 00:30
+
Fundamental Concepts
6 Lectures 43:06

In this lecture you will learn about

1) What is a set?

2) How to denote a set?

3) Equal sets

4) Null Set

Set Theory
02:25

Lecture 2 consists of 

1) Union

2) Intersection

3) Difference

4) Subset

5) Proper Subset

6) Superset

Set Operations
13:05

Statistical Experiments
13:54

Combinations
04:23

Permutations
04:53

Event Multiples
04:26

Test your Understanding
10 questions
+
Probability Laws
4 Lectures 51:57
What is probability?
11:48

Probability Problems
10:58

Rules of Probability
15:29

Baye's Rule
13:42
+
Random Variables
6 Lectures 45:00
Types of Variables
07:32

Distributions
09:36

Mean and Medians
11:18

Combination of Random Variables
06:07

Independent Random Variables
04:57

Linear transformations of Random Variables
05:30
+
Sample Theory
6 Lectures 01:13:42
Random Sampling
03:52

Central Tendency
04:24

Variability
19:59

Variability
2 questions

Sampling distribution
22:31

Difference between props
11:42

Difference between means
11:14
+
Distributions
2 Lectures 28:25
Probability Distribution
14:18

Discrete/Continuous
14:07

Question 1

Test your Understanding
2 questions
+
Discrete
6 Lectures 01:28:25
Binomial Distribution
08:10

Binomial Distribution Example
09:43

Test your Understanding
2 questions

Negative Binomial
15:17

Test your Understanding
1 question


Multinomial
12:59

Poisson
19:52
+
Continuous
4 Lectures 55:04
Normal Distribution
16:16

Standard Normal
14:00

Chi-square
16:57

F Distribution
07:51
+
Estimation Theory
4 Lectures 54:32
Estimation Overview
13:17

Standard Error
09:27

Margin of Error
15:01

Confidence Intervals
16:47
+
Proportions
3 Lectures 50:08
Estimate proportion
23:03

Small samples
16:55

Difference between props
10:10
8 More Sections
About the Instructor
Sri .
4.0 Average rating
434 Reviews
10,564 Students
5 Courses
Instructor at Udemy

Sri has 5 years of teaching experience where she helped several students to get rid of their fear and in developing an interest for the subject. 

Her aim is to provide students a good learning experience and help them to reach their goals in different subjects. She wants all her students to be highly successful in whatever dream they pursue and strives to work towards making this possible.

Ramya T
2.6 Average rating
189 Reviews
3,498 Students
2 Courses
Instructor at Udemy

Ms. Ramya Talluri has been teaching students from past 6 years and she is also mastered in computer science. Her goal is to help students to overcome their fears and helps them to achieve their goals. I believe practice makes everyone perfect. I hope my lectures will create encouragement for students to learn new concepts and be successful.

I strongly believe "no one and nothing will help you until you start helping yourself"