Search result for Mathematics for machine learning: linear algebra Online Courses & Certifications
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Build Regression, Classification, and Clustering Models
by Anastas Stoyanovsky- 0.0
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Approx. 20 hours to complete
Build Linear Regression Models Using Linear Algebra Build Linear Regression Models Using Linear Algebra Module Introduction Linear Regression in Machine Learning Guidelines for Building a Regression Model Using Linear Algebra Building Linear Regression Models Using Linear Algebra Guidelines for Building a Regularized Linear Regression Model Guidelines for Building an Iterative Linear Regression Model...
Guided Tour of Machine Learning in Finance
by Igor Halperin- 3.8
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Approx. 24 hours to complete
Supervised Machine Learning methods are used in the capstone project to predict bank closures. The goal of Guided Tour of Machine Learning in Finance is to get a sense of what Machine Learning is, what it is for and in how many different financial problems it can be applied to. Artificial Intelligence and Machine Learning, Part I...
Math for Machine Learning
by Richard Han- 4
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5 hours on-demand video
Would you like to learn a mathematics subject that is crucial for many high-demand lucrative career fields such as: If you're a working professional needing a refresher on machine learning or a complete beginner who needs to learn Machine Learning for the first time, this online course is for you. Linear Regression Linear Discriminant Analysis...
$11.99
The Math of Data Science: Linear Algebra
by Stephen Wang- 0.0
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8 Weeks
Linear algebra is at the core of all of modern mathematics, and is used everywhere from statistics and data science, to economics, physics and electrical engineering. The last chapter concerns inner products, which allow us to use linear algebra for approximating solutions; we will see how this allows for applications ranging from statistics and linear regression to digital audio....
$159
Fundamentals of Machine Learning in Finance
by Igor Halperin- 3.8
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Approx. 18 hours to complete
Fundamentals of Machine Learning in Finance will provide more at-depth view of supervised, unsupervised, and reinforcement learning, and end up in a project on using unsupervised learning for implementing a simple portfolio trading strategy. Introduction to Fundamentals of Machine Learning in Finance Example: SVM for Prediction of Credit Spreads Murphy, “Machine Learning: A Probabilistic Perspective”, MIT Press, 2009, Chapter 16....
College Level Advanced Linear Algebra! Theory & Programming!
by Ahmed Fathy, MSc- 4.7
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35 hours on-demand video
Linear Algebra (matlab - python) & Matrix Calculus For Machine Learning, Robotics, Computer Graphics, Control, & more ! This course is intended to be a Reference on linear algebra in the world of online courses, having proofs, theories, programming, concepts, applications, solved examples, visualizations, and everything ! Any suggestions for more topics to add are always welcome....
$14.99
Linear Algebra for Data Science & Machine learning in Python
by El Farouk Yasser- 3.9
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10.5 hours on-demand video
Learn Concepts of Linear Algebra and Implement using Python 3, Hands on Numpy, Pandas for Data Science & Linear Algebra By the end of this course, you should very comfortable with Python, Linear algebra, and be able to follow throw any Math which uses the Linear Algebra notation in Machine learning algorithms....
$11.99
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Optimization Methods for Business Analytics
by James Orlin , Khizar Qureshi- 0.0
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6 Weeks
Optimization is the search for the best and most effective solution. In this mathematics course, we will examine optimization through a Business Analytics lens. Theoretical components of the course are made approachable, and require no formal background in linear algebra or calculus. Theoretical aspects of Linear Programming Proficiency with linear and nonlinear solvers...
$49
Machine Learning
by Andrew NgTop Instructor- 4.9
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Approx. 61 hours to complete
In this class, you will learn about the most effective machine learning techniques, and gain practice implementing them and getting them to work for yourself. Gradient Descent For Linear Regression Gradient Descent For Linear Regression Linear Algebra Review Advice for Applying Machine Learning Advice for Applying Machine Learning Data For Machine Learning...
The Math of Data Science: Linear Algebra
by Stephen Wang- 0.0
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8 Weeks
Linear algebra is at the core of all of modern mathematics, and is used everywhere from statistics and data science, to economics, physics and electrical engineering. The last chapter concerns inner products, which allow us to use linear algebra for approximating solutions; we will see how this allows for applications ranging from statistics and linear regression to digital audio....
$159
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