Search result for Probability Theory 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. Probability Conditional Probability Probability Tables...
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 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. • Review Bootcamp lessons based on set theory and calculus • Identify underlying probability axioms • Apply elementary probability counting rules, including permutations and combinations • Recall the concepts of independence and conditional probability...
$199
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
Computational Probability and Inference
by George H. Chen , Polina Golland , Gregory W. Wornell , Lizhong Zheng- 0.0
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12 Weeks
Probability and inference are used everywhere. In this data analysis and computer programming course, you will learn the principles of probability and inference. You don’t need to have prior experience in either probability or inference, but you should be comfortable with basic Python programming and calculus. Basic discrete probability theory Graphical models as a data structure for representing probability distributions...
$49
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...
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Statistics for Data Analysis Using R
by Sandeep Kumar - 4.4
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12.5 hours on-demand video
I will explain the basic theory first, and then I will show you how to use R to perform these calculations. Probability - Basic Concepts, Permutations, Combinations (Basic theory only) Probability Distributions - Normal, Binomial and Poisson Distributions (Base R functions and the visualize package)...
$9.99
Discrete Math and Analyzing Social Graphs
by Владимир Подольский , Ilya V. Schurov , Stepan Kuznetsov- 4.4
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Approx. 20 hours to complete
Next, we will apply our knowledge in combinatorics to study basic Probability Theory. Probability is everywhere in Data Analysis and we will study it in much more details later. Our goals for probability section in this course will be to give initial flavor of this field. Discrete Probability Classical probability...
Causal Data Science with Directed Acyclic Graphs
by Paul Hünermund- 4.7
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5 hours on-demand video
DAGs combine mathematical graph theory with statistical probability concepts and provide a powerful approach to causal reasoning. The focus lies on practical applications of the theory and students will be put into the position to apply causal data science methods in their own work. However, a good working knowledge in probability and basic programming skills are a benefit....
$13.99
