10 Free Online Courses on Statistics
Statistics are something very essential to making a decision and having knowledge about things. The collection and presentation of data in a useful form is an art unto itself. Why not master it and become more efficient in everyday life and at work. Here are some courses to get you started.
This course has been made for beginners. No prior knowledge is required and you can start learning immediately. Furthermore, if you’re a stats student, this course can be a refresher for you. It’s a 12-week long course comprising of 24 lecture topics and 12 lab practicals.
Udacity.com; Introduction to Statistics
Udacity is providing an interactive class on basic stats. Doesn’t matter if you have no background knowledge of statistics, a few terms learnt from Google are more than enough. The class is viewed on-site and you can skip to any topic you want, however owing to you being a fresher, it’s best if you take it step by step. You need to sign up with a few details to take the class.
If theoretical classes aren’t your thing, then here’s a practical approach to statistics. You learn of its everyday applications and how you can make use of it to speed up calculations and decision-making processes.
MIT Open Courses; Statistics Introduction
This course provides you an introduction to probability and statistics, covering topics like basic probability models, random variables, different probability distributions, confidence intervals and much more. You can download the materials and learn offline too. Furthermore, for the whole list of Stats courses, click here and then using your web browser ‘find option’, screen out all the stats courses from the list.
Alison.com; Diploma in Statistics
Don’t let the ‘diploma’ scare you, anyone with a little knowledge of statistics and mathematics can take this course. All you need to do is signup and you get access to a 23-lesson course covering all the topics along with having exams and assessments in the end.
Made by David M. Lane of Rice University, this is a spectacular e-book covering all the topics on statistics, not only for beginners but also for advanced students and professionals who can learn a thing or two too. Each topic has been looked at in minute detail apart from a basic overview but you can always skip to the next from the table of contents once you feel you’ve learn enough. Simply scroll down to the table of contents and click on the topic of your choice.
Free Video Lectures.com; Introduction to Statistics
This video gives you an overview of the basics of statistics and their usage. Once you have a grasp on these you can view the videos to the right listed under “Lectures” for further topics.
This is an advanced video course covering topics on inferences such as minimum and maximum likelihood estimators or MLEs, upper and lower bounds and so on. This lesson is best left for after you’ve gone through the basics her e and understand their practical and theoretical applications.
Saylor.org; Introduction to Statistics
This course covers the properties utilizing the basic concepts of stats like probability and how it plays a key role in statistical calculations. You will learn of different types of probabilities, the central limit theorem, Type 1 and 2 errors, regression equations and much more.
Khan Academy.com; Probability and Statistics
Covering Statistics along with Probability in six major and a number of sub-topics, this course is quite interactive to learn from. It provides mini-assessments along with fun learning examples. Each topic is provided with practical implantations to help you grasp a concept faster and easier. You don’t even need to sign-up, just start straight away.
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