I know, Probability and Statistics is difficult. But is there a way to make it easy? Of course. I for one managed that.
I know a lot of people struggle with it; a very small group of people are good at it. Back in university, I was in that bigger group, the group that struggled through Probability and Statistics lecture. I needed help; I couldn’t understand a thing, but I finally found help and turned my exam result around. I guess since you’re looking at this, you need help too.
This 6-hour COMPLETE GUIDE course contains everything you need to know to get started with Probability and Statistics. It’s packed with videos that have been categorised into different topics, hence easy for you to learn.
I’ve included lots of definitions, theorems, quizzes, examples, concise notes for EVERY single section, exercises, and a walkthrough of all the exercise sheets. Most importantly, I’ve done a BONUS section for you! It includes some additional questions that will strengthen your skill even more.
With this basic Probability and Statistics course, you will have a good core understanding to pursue many more difficult Mathematics topic. In this course, everything has been broken down into a simple structure to make learning and understanding easy for you.
This COMPLETE guide is for those of you are looking to get a full understanding of the basics; the important parts. You’ve already shown half of your determination by looking at the course, so if this course sounds right for you, boost your eagerness to learn and join me on this journey!
Tips:
1) It will be very useful if you also take notes of your own as you’re watching the lectures, it will help you understand everything better and quicker. Just pause if I move on to other topics too fast or if you haven’t fully understood the previous sub-topic before you move on to the next parts.
2) Please ask any questions you may have in the Q&A section if you don’t understand. It’s one thing to not understand it, but it’s a whole new experience and a very important thing to do when learning Maths to be able to discuss it with fellow students who are going through the same thing.
3) Use headphones for better sound. (I suggest you turn the volume up)
4) Don’t forget you can always slow down or speed up the video!
Probability and Statistics I - Time To Learn!
Exercises and Solutions
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2Representation and Characterisation of Data
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3Elementary Probability Theory
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4Combinatorics
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5Some More Combinatorics
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6Rules for Computing Probabilities
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7Conditional Probability and Independence of Events Pt.1
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8Conditional Probability and Independence of Events Pt.2
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9Discrete Random Variables and Their Probability Distributions
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10Expectation Value of a Discrete Random Variable Pt.1
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11Expectation Value of a Discrete Random Variable Pt.2
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12Moment Generating Functions
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13Continuous Random Variables and Their Probability Distributions
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14Expectation Value of a Continuous Random Variable
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15Examples of Continuous Random Variables Pt.1
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16Examples of Continuous Random Variables Pt.2
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17Chebyshev's Theorem
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18Bivariate Probability Distributions
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19Expectations of Functions of Random Variables
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20Covariance
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21Independent Random Variables
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22Sums of Independent Random Variables
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23Hypothesis Testing
Quizzes!
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24Solutions 1
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25Solutions 2
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26Solutions 3
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27Solutions 4
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28Solutions 5
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29Solutions 6 Part I
Questions 1, 2, and 3
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30Solutions 6 Part II
Questions 4, 5, 6, and 7
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31Solutions 7 Part I
Questions 1 and 2
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32Solutions 7 Part II
Questions 3, 4, and 5
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33Solutions 7 Part III
Questions 6, 7, and 8
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34Solutions 8