Search result for Probability Theory Online Courses & Certifications
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Guided Tour of Machine Learning in Finance
by Igor Halperin- 3.8
Approx. 24 hours to complete
Experience with Python (including numpy, pandas, and IPython/Jupyter notebooks), linear algebra, basic probability theory and basic calculus is necessary to complete assignments in this course....
Applying Chance & Risk to Life & Business
- 0.0
Using probability theory and a bit of math, we'll discuss how to make decisions rationally and efficiently....
AI Workflow: AI in Production
by Mark J Grover , Ray Lopez, Ph.D.- 4.5
Approx. 17 hours to complete
This is the sixth course in the IBM AI Enterprise Workflow Certification specialization. You are STRONGLY encouraged to complete these courses in order as they are not individual independent courses, but part of a workflow where each course builds on the previous ones. This course focuses on models in production at a hypothetical streaming media company....
AI Workflow: Enterprise Model Deployment
by Mark J Grover , Ray Lopez, Ph.D.- 4.2
Approx. 9 hours to complete
This is the fifth course in the IBM AI Enterprise Workflow Certification specialization. You are STRONGLY encouraged to complete these courses in order as they are not individual independent courses, but part of a workflow where each course builds on the previous ones. Apache Spark is a very commonly used framework for running machine learning models....
Computer Vision Basics
by Radhakrishna Dasari , Junsong Yuan- 4.2
Approx. 13 hours to complete
Learners should also be familiar with the following: basic linear algebra (matrix vector operations and notation), 3D co-ordinate systems and transformations, basic calculus (derivatives and integration) and basic probability (random variables). Color Theory Probability Theory...
Financial Engineering & Portfolio Theory -CM2 Actuarial Exam
by Michael Jordan- 4.4
3 hours on-demand video
Section 2 - Utility Theory Consumer Choice Theory Utility Theory Expected Utility Theory We consider consumer choice theory with uncertainty Shortfall Probability Section 5 - Mean Variance Portfolio Theory Introduction to Portfolio Theory Introduction to Mean Variance Portfolio Theory...
$12.99
Behavioral Finance
by Emma Rasiel- 4.4
Approx. 5 hours to complete
Expected Utility vs Prospect Theory Probability Weighting Problems with Probability Probability Weighting...
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Machine Learning Regression Masterclass in Python
by Dr. Ryan Ahmed, Ph.D., MBA- 4.7
10.5 hours on-demand video
Understand the underlying theory behind simple and multiple linear regression techniques Cover the basics and underlying theory of polynomial regression Understand the theory behind logistic regression Apply logistic regression to predict the probability that customer will purchase a product on Amazon using customer features Understand the underlying theory and mathematics behind Artificial Neural Networks...
$17.99
Fundamentals of Machine Learning in Finance
by Igor Halperin- 3.8
Approx. 18 hours to complete
Experience with Python (including numpy, pandas, and IPython/Jupyter notebooks), linear algebra, basic probability theory and basic calculus is necessary to complete assignments in this course....
Natural Language Processing
by Anna Potapenko , Alexey Zobnin , Anna Kozlova , Sergey Yudin , Зимовнов Андрей Вадимович- 4.4
Approx. 32 hours to complete
To succeed in that, we expect your familiarity with the basics of linear algebra and probability theory, machine learning setup, and deep neural networks....