machine learning trading mooc

Machine Learning for Trading

Machine Learning for Trading

reported by (27 courses)
published
1,385 click
16,291 views
URL
HTML code

This course introduces students to the real world challenges of implementing machine learning based trading strategies including the algorithmic steps from information gathering to market orders. The focus is on how to apply probabilistic machine learning approaches to trading decisions. We consider statistical approaches like linear regression, KNN and regression trees and how to apply them to actual stock trading situations.

Lessons hide description

 

 

University Economics 2695 views

The Power of Macroeconomics - UCI 69 lessons

Description: In this course, you will learn all of the major principles of macroeconomics normally taught in a quarter or semester course to college undergraduates or MBA students. Perhaps more im


University Economics 2372 views

The Power of Microeconomics - UCI 61 lessons

Description: In this course, you will learn all of the major principles of microeconomics normally taught in a quarter or semester course to college undergraduates or MBA students. Perhaps more import


University Mathematics 1459 views

Intro to Statistics 960 lessons

Statistics is about extracting meaning from data. In this class, we will introduce techniques for visualizing relationships in data and systematic techniques for understanding the relationships using


University Mathematics 1767 views

Math 1A/1B. Pre-Calculus: Functions and Graphs - UCI 35 lessons

Description: UCI Math 1A/1B: Precalculus is designed to prepare students for a calculus course. This course is taught so that students will acquire a solid foundation in algebra and trigonometry. The


University Mathematics 1681 views

Math 1A/1B. Pre-Calculus: Polynomials and Rational Functions - UCI 17 lessons

This open course provides the student with review of intermediate algebra, geometry, and trigonometry. It is designed for those want to be successful in an introductory college calculus course, but wo


University Biomedics 1667 views

Mathematical Biology - UCI 27 lessons

Introduction to Mathematical Modeling in Biology is taught by Professor German A. Enciso, Ph.D. The book for this class is "Mathematical Models in Biology" by Leah Edelstein-Keshet, SIAM, 2005 and co


University Mathematics 2177 views

Introduction to Probability and Statistics B - UCI 15 lessons

Description: UCI Math 131B is an introductory course covering basic principles of probability and statistical inference. Point estimation, interval estimating, and testing hypotheses, Bayesian approac


University Science 4173 views

Quantum Mechanics - Oxford University 27 lessons

In this series of physics lectures, Professor J.J. Binney explains how probabilities are obtained from quantum amplitudes, why they give rise to quantum interference, the concept of a complete set of


University Mathematics 1556 views

Intro to Descriptive Statistics 395 lessons

Statistics is an important field of math that is used to analyze, interpret, and predict outcomes from data. Descriptive statistics will teach you the basic concepts used to describe data. This is a g


University Mathematics 1603 views

Math 1A/1B. Pre-Calculus: Exponentials and Logarithms - UCI 9 lessons

This open course provides the student with review of intermediate algebra, geometry, and trigonometry. It is designed for those want to be successful in an introductory college calculus course, but wo


Web Stats

Community: 21,543 users
Active courses: 1,180
Lessons: 27,706
Data: 83 GB
Online: 147 users

News about new courses