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Probability and Statistics: To p or not to p?
by Dr James Abdey- 4.6
Approx. 16 hours to complete
In this course we consider many useful tools to deal with uncertainty and help us to make informed (and hence better) decisions - essential skills for a lifetime of good decision-making. Week Four Summary and Key Takeaways 2 Type I and Type II errors 6 Overview of the Course and Next Steps...
Probability Theory, Statistics and Exploratory Data Analysis
by Ilya V. Schurov- 4.7
Approx. 22 hours to complete
Exploration of Data Science requires certain background in probability and statistics. This course introduces you to the necessary sections of probability theory and statistics, guiding you from the very basics all way up to the level required for jump starting your ascent in Data Science. This course requires basic knowledge in Discrete mathematics (combinatorics) and calculus (derivatives, integrals)....
Introductory Probability and Statistics
by Ash Narayan Sah- 3.9
11 hours on-demand video
An Excel Oriented Course This is an introductory course in probability and statistics. This course will teach you statistics in a real sense and help you to remove your all doubts relating to statistics and probability. If you want really learn probability and statistics in a simple way, you must enrol for this course....
$9.99
Probability and Statistics for Business and Data Science
by Jose Portilla- 4.6
5 hours on-demand video
Learn how to apply probability and statistics to real data science and business applications! Welcome to Probability and Statistics for Business and Data Science! In this course we cover what you need to know about probability and statistics to succeed in business and the data science field! Each section has example problems, in course quizzes, and assessment tests....
$17.99
Business Statistics with Excel
by Diego Fernandez- 3.5
4.5 hours on-demand video
Learn business statistics from basic to expert level through a practical course with Excel. Learn business statistics through a practical course with Microsoft Excel® using S&P 500® Index ETF prices historical data. Approximate population mean two tails, right tail and population proportion left tail statistical inference tests probability values. Become a Business Statistics Expert and Put Your Knowledge in Practice...
$12.99
Business Statistics with R
by Diego Fernandez- 3.7
4 hours on-demand video
Learn business statistics from basic to expert level through a practical course with R statistical software. Learn business statistics through a practical course with R statistical software using S&P 500® Index ETF prices historical data. Evaluate probability distribution goodness of fit through Kolmogorov-Smirnov, Cramer-von Mises and Anderson Darling tests. Become a Business Statistics Expert and Put Your Knowledge in Practice...
$9.99
Bayesian Statistics: Mixture Models
by Abel Rodriguez- 4.7
Approx. 22 hours to complete
The course is organized in five modules, each of which contains lecture videos, short quizzes, background reading, discussion prompts, and one or more peer-reviewed assignments. Statistics is best learned by doing it, not just watching a video, so the course is structured to help you learn through application. Example of a unimodal and skewed mixture of Gaussians...
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Fundamentals of Data Science with Python
by Packt Publishing- 3.8
2.5 hours on-demand video
This course will teach you the fundamentals of data science using Python and its growing collection of libraries that focus on particular elements of data science. Then, you will use Python to mine data from its source and analyze available data via statistical and probability analysis techniques by using NumPy and pandas. Working with Statistics and Probability...
$12.99
Fat Chance: Probability from the Ground Up
by Benedict Gross , Joseph Harris , Emily Riehl- 0.0
7 Weeks
Increase your quantitative reasoning skills through a deeper understanding of probability and statistics. Through highly visual lessons and guided practice, this course explores the quantitative reasoning behind probability and the cumulative nature of mathematics by tracing probability and statistics back to a foundation in the principles of counting. An increased appreciation for, and reduced fear of, basic probability and statistics...
$139
Sprint the Data Science Interview
by Muni Kumar Gopu V R- 3.9
1 hour on-demand video
Data Science is a multidisciplinary which involves Computer Science, Mathematics, Statistics and Domain Knowledge. Preparation for an interview in data science would require knowledge and expertise in a subset of the above disciplines. In this course, I would cover few questions on Probability, Statistics and different aspects of Machine Learning....
$12.99