subject
Intro

Udacity: Intro to Statistics

 with  Sebastian Thrun
Statistics is about extracting meaning from data. In this class, we will introduce techniques for visualizing relationships in data and systematic techniques for understanding the relationships using mathematics.

Why Take This Course?

This course will cover visualization, probability, regression and other topics that will help you learn the basic methods of understanding data with statistics.

Syllabus

### Lesson 1: Visualizing relationships in data

Seeing relationships in data and predicting based on them; Simpson's paradox

### Lesson 2: Probability

Probability; Bayes Rule; Correlation vs. Causation

### Lesson 3: Estimation

Maximum Likelihood Estimation; Mean, Median, Mode; Standard Deviation, Variance

### Lesson 4: Outliers and Normal Distribution

Outliers, Quartiles; Binomial Distribution; Central Limit Theorem; Manipulating Normal Distribution

### Lesson 5: Inference

Confidence intervals; Hypothesis Testing

### Lesson 6: Regression

Linear regression; correlation

### Lesson 7: Final Exam
30 Student
reviews
Cost Free Online Course
Pace Self Paced
Institution Stanford University
Provider Udacity
Language English
Hours 6 hours a week
Calendar 8 weeks long
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FAQ View All
What are MOOCs?
MOOCs stand for Massive Open Online Courses. These are free online courses from universities around the world (eg. Stanford Harvard MIT) offered to anyone with an internet connection.
How do I register?
To register for a course, click on "Go to Class" button on the course page. This will take you to the providers website where you can register for the course.
How do these MOOCs or free online courses work?
MOOCs are designed for an online audience, teaching primarily through short (5-20 min.) pre recorded video lectures, that you watch on weekly schedule when convenient for you.  They also have student discussion forums, homework/assignments, and online quizzes or exams.

30 reviews for Udacity's Intro to Statistics

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15 out of 17 people found the following review useful
3 years ago
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Danya Lette completed this course, spending 25 hours a week on it and found the course difficulty to be medium.
There were some irregularities that made the course very hard to follow for a beginner. For instance, there were different versions of some formulae that were used in different contexts, with no explanation as to why or which one should use when. It seemed like maybe the instructor glossed over some concepts in order t Read More
There were some irregularities that made the course very hard to follow for a beginner. For instance, there were different versions of some formulae that were used in different contexts, with no explanation as to why or which one should use when. It seemed like maybe the instructor glossed over some concepts in order to avoid boring the students, but at the end it just made the material incomprehensible. Math is supposed to be dry, so I guess my critique is that this class wasn't dry enough so the lessons were essentially useless.
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11 out of 14 people found the following review useful
4 years ago
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Olena Bosenok completed this course.
Exceptional teaching! Professor Thrun is the BEST teacher I've had in my life. Engaging, bright lectures, relevant homework assignments. The first (and so far the only one) MOOC where by the time of the assignments I remembered all material and didn't have to go back to the videos for references. I took the first offer Read More
Exceptional teaching! Professor Thrun is the BEST teacher I've had in my life. Engaging, bright lectures, relevant homework assignments. The first (and so far the only one) MOOC where by the time of the assignments I remembered all material and didn't have to go back to the videos for references. I took the first offering of the course. There were few bugs in the grader, that are fixed now. They also added new lessons. I really recommend this course to learn the basic statistics.
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14 out of 14 people found the following review useful
3 years ago
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Apostolos K. dropped this course, spending 2 hours a week on it and found the course difficulty to be hard.
Interesting concept, but not executed well. I actually got half way through (or was it 1/3?) before I decided to call it quits. The initial videos were pretty OK, but as we progressed it felt that I missed something, as if there were missing videos that clued me into their methodology
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8 out of 9 people found the following review useful
5 years ago
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Anonymous completed this course.
Very good class. The material is a great preparation for Statistics 101 or for just becoming literate in probability and statistics concepts. The instructor explains concepts very thoroughly, with love. Questions/answers are interspersed in the lectures, a very effective teaching strategy. Especially high school students would gain considerably by taking this course.
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8 out of 8 people found the following review useful
5 years ago
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Anonymous completed this course.
This was a good introductory course. While it did not perhaps cover the full range of topics found in a college level stats intro course, it does show the student that introductory statistics does not require any high level math. The end result will be a very serviceable and usable knowledge of basic statistics.
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6 out of 6 people found the following review useful
5 years ago
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Anonymous completed this course.
This is the best class I've taken! It had just right amount of information, challenge, and engagement for me! Thank you Sebastian Thrun! Highly recommend it to anybody who wants/needs to take Statistics 101 or maybe just curious about probability of rain at your place or what door to choose at Let's Make a Deal :)
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3 months ago
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Anonymous is taking this course right now.
Some of the videos (example in the Central Limit Theorem) are not clearly explained. The Teaching Assistant does not explain the concepts or even ask the questions using accurate language. The forums are sparsely populated with meaningful answers.
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3 out of 3 people found the following review useful
3 years ago
Lukas Tencer completed this course and found the course difficulty to be medium.
Very nice class. While Coursera does have Ng's Machine Learning, Udacity does have this Statistics class as one of the first. I can only recommend.
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0 out of 1 people found the following review useful
2 years ago
Anthony Akentiev completed this course.
The course is great. Take it before moving to Artificial Intelligence . You may need to better understand 'statistics' first in order to complete it.

Many thanx to authors!
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0 out of 2 people found the following review useful
2 years ago
Liviu completed this course.
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2 years ago
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2 years ago
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2 years ago
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2 years ago
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12 months ago
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2 years ago
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2 years ago
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0 out of 3 people found the following review useful
2 years ago
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