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Artificial Intelligence for Trading

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Certification

Artificial Intelligence for Trading

Industry professionals create real-world projects that cover topics like asset management, trading signals generation, and many more. Build your portfolio by learning AI trading algorithms.

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Description

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Features

This course includes

Duration

6 months
Effort
10 hours per week
Level
Advanced
Instruction Type
Self Paced
Delivery Method
Online
Available on
Desktop, Laptop
Accessibility
Limited Access
Language
English
Subtitles
English
Enrollment date
16th March 2022

Skills

Machine Learning AlgorithmsData ModellingArtificial Intelligence

Learning Goals

Learn the basics of quantitative analysis, including data processing, trading signal generation, and portfolio management Use Python to work with historical stock data, develop trading strategies, and construct a multi-factor model with optimization
Basic Quantitative Trading
Factor Investing and Alpha Research
Sentiment Analysis with Natural Language Processing
Advanced Natural Language Processing with Deep Learning
Simulating Trades with Historical Data

Course Content

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Prerequisites/Requirements

The Artificial Intelligence for Trading Nanodegree program is designed for students with intermediate experience programming with Python and familiarity with statistics, linear algebra and calculus
In order to successfully complete this program, you should meet the following prerequisites
Python programming
Basic data structures
Basic Numpy
Statistics
Mean, median, mode
Variance, standard deviation
Random variables, independence
Distributions, normal distribution
T-test, p-value, statistical significance
Calculus and linear algebra
Integrals and derivatives
Linear combination, independenceMatrix operations
Eigenvectors, eigenvalues

Target Audience

Quantitative analyst
Quantitative researcher
Investment analyst
Data intelligence analyst
Risk analyst
Desk quant
Desk strategist
Financial engineer
Financial data scientist

Instructors

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Cindy Lin

Curriculum Lead

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Arpan Chakraborty

Instructor

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Elizabeth Otto Hamel

Instructor

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Eddy Shyu

Instructor

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Juan Delgado

Content Developer

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Luis Serrano

Instructor

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Cezanne Camacho

Curriculum Lead

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Mat Leonard

Instructor

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Corporate Sponsors

World Ouant

Course Overview

Job assistance

Hands-On Training, Instructor-Moderated Discussions

Post course interactions

Virtual labs

CapStone project

International faculty

Personalized Teaching

Reviews

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