Search result for Probability modeling Online Courses & Certifications
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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. Our emphasis is on applications in science and engineering, with the goal of enhancing modeling and analysis skills for a variety of real-world problems. • 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. 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
Advanced Options Concepts - Probability, Greeks, Simulation
by Hari Swaminathan- 4.3
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2 hours on-demand video
SECTION I - DEEP DIVE INTO PROBABILITY ANALYSIS What is the importance of statistical price modeling in the stock markets What are the pluses and minuses of statistical modeling How can we choose strategies using Probability as a signpost Look at option modeling from a mathematical standpoint...
$16.99
Introduction to Probability: Part II – Inference & Processes
by John Tsitsiklis , Patrick Jaillet , Qing He , Jimmy Li- 0.0
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16 Weeks
Learn how to use probability theory to develop the basic elements of statistical inference and important random process models This course is a follow-up to Introduction to Probability: Part I - The Fundamentals, which introduced the general framework of probability models, multiple discrete or continuous random variables, expectations, conditional distributions, and various powerful tools of general applicability....
$75
Data Science: Inference and Modeling
by Rafael Irizarry- 0.0
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8 Weeks
Statistical inference and modeling are indispensable for analyzing data affected by chance, and thus essential for data scientists. This course will show you how inference and modeling can be applied to develop the statistical approaches that make polls an effective tool and we'll show you how to do this using R. The very basics of Bayesian statistics and predictive modeling...
$99
Data, Models and Decisions in Business Analytics
by Vineet Goyal , Costis Maglaras- 0.0
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12 Weeks
Quantitative modeling of dynamic nature of decision problems using historical data, and...
$249
AI Workflow: Feature Engineering and Bias Detection
by Mark J Grover , Ray Lopez, Ph.D.- 4.5
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Approx. 12 hours to complete
The case studies will focus on topic modeling and data visualization. Describe topic modeling techniques in natural language processing Use topic modeling and visualization to explore text data Employ outlier detection algorithms as a quality assurance tool and a modeling tool Getting Started with the Topic Modeling Case Study (hands-on)...
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Statistical Thinking for Data Science and Analytics
by Andrew Gelman , David Madigan , Lauren Hannah , Eva Ascarza- 0.0
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5 Weeks
Conditional Probability-How to judge the probability of an event, based on certain conditions How to use Bayesian modeling and inference for forecasting and studying public opinion...
$99
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...
Quantitative Investment Analysis in Excel (Template Incl.)
by Daniel Davis- 3.1
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1.5 hours on-demand video
The model will be built around an analysis of technical indicators, namely the Relative Strength Index, which we will use to determine high probability trades for any stock you wish to analyze....
$12.99
