Search result for Probability theory online course Online Courses & Certifications
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An Intuitive Introduction to Probability
by Karl Schmedders- 4.7
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Approx. 30 hours to complete
This course will provide you with a basic, intuitive and practical introduction into Probability Theory. You will be able to learn how to apply Probability Theory in different scenarios and you will earn a "toolbox" of methods to deal with uncertainty in your daily life. The course is split in 5 modules....
Probability and Statistics I: A Gentle Introduction to Probability
by David Goldsman- 0.0
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3 Weeks
This course provides an introduction to basic probability concepts. This course provides an introduction to basic probability concepts. In order to make the course completely self-contained (and to bring back long-lost memories), we’ll start off with Bootcamp lessons to review concepts from set theory and calculus. • Review Bootcamp lessons based on set theory and calculus...
$199
Introduction to Probability and Data with R
by Mine Çetinkaya-Rundel- 4.7
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Approx. 14 hours to complete
This course introduces you to sampling and exploring data, as well as basic probability theory and Bayes' rule. The concepts and techniques in this course will serve as building blocks for the inference and modeling courses in the Specialization. About Introduction to Probability and Data Introduction to Probability Probability Examples Conditional Probability Probability Trees...
Data Science: Probability
by Rafael Irizarry- 0.0
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8 Weeks
Learn probability theory -- essential for a data scientist -- using a case study on the financial crisis of 2007-2008. Probability theory is the mathematical foundation of statistical inference which is indispensable for analyzing data affected by chance, and thus essential for data scientists. Important concepts in probability theory including random variables and independence...
$99
Probability and Statistics in Data Science using Python
by Alon Orlitsky , Yoav Freund- 0.0
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10 Weeks
Probability and Statistics provide the mathematical foundation for such reasoning. In this course, part of the Data Science MicroMasters program, you will learn the foundations of probability and statistics. You will learn both the mathematical theory, and get a hands-on experience of applying this theory to actual data using Jupyter notebooks....
$350
Probability: Basic Concepts & Discrete Random Variables
by Mark D. Ward- 0.0
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6 Weeks
Learn fundamental concepts of mathematical probability to prepare for a career in the growing field of information and data science. Or want better to understand statistical theory and mathematical modeling? Basic probability concepts and rules Some of the most widely used probability models with discrete random variables How probability models work in practical problems...
$49
Understanding and Visualizing Data with Python
by Brenda Gunderson , Brady T. West , Kerby Shedden- 4.7
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Approx. 20 hours to complete
Learners will also be introduced to the differences between probability and non-probability sampling from larger populations, the idea of how sample estimates vary, and how inferences can be made about larger populations based on probability sampling. This course utilizes the Jupyter Notebook environment within Coursera. Course Syllabus Meet the Course Team! Probability Sampling: Part I Probability Sampling: Part II...
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Probability for Statistics and Data Science
by 365 Careers- 4.3
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3.5 hours on-demand video
Once you’ve got a solid background, you’ll be ready for some deeper probability theory – Bayesian probability. We worked hard for over four months to create the best possible Probability course that would deliver the most value to you. What makes this course different from the rest of the Probability courses out there?...
$14.99
Probability and Statistics for Business and Data Science
by Jose Portilla- 4.6
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5 hours on-demand video
Learn how to apply probability and statistics to real data science and business applications! In this course we cover what you need to know about probability and statistics to succeed in business and the data science field! This practical course will go over theory and implementation of statistics to real world problems....
$17.99
Probability Theory, Statistics and Exploratory Data Analysis
by Ilya V. Schurov- 4.7
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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. Conditional probability and Independence Examples of probability density functions...
