Overview

Join the AI for Trading programme at Udacity . Learn to build, backtest, and optimize sophisticated AI-driven trading models, gaining practical skills to succeed in dynamic financial markets.

The AI Trading Strategies Nanodegree equips learners with the skills to build and optimize AI-based trading models. The program covers key areas like ideation, data preprocessing, model development, backtesting, and optimization.

Graduates will differentiate AI trading models, select the right model for specific applications, ingest and prepare data, and backtest models using industry best practices. Additionally, learners will master model optimization and detect model drift to ensure ongoing performance. This hands-on program provides the essential knowledge to create effective AI-driven strategies for capital markets.

Nanodegree Skills

Building a Workflow for AI

Trading signals

Reinforcement learning fundamentals

Basic supervised machine learning

Basic unsupervised learning

Preparing for Data Analysis

Data cleaning

Data pre-processing

Exploratory data analysis

Evaluating Returns and Backtesting

Finance metrics

Financial analysis with AI

Backtesting

Reinforcement Learning

Quant workflow

Automated plan optimization

Financial analysis with AI

Deep reinforcement learning

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Programme Structure

Courses include:

Building a Workflow for AI

Preparing for Data Analysis

Evaluating Returns and Backtesting

Reinforcement Learning

Optimizing AI Strategies

Momentum-Based Trading

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Visit programme website

Key information

Duration

Part-time
- 5 days

Start dates & application deadlines

You can apply for and start this programme anytime.

Language

English

Delivered

Online

Campus Location

Mountain View, United States

Disciplines

Web Technologies & Cloud Computing Artificial Intelligence View 240 other preparation in Artificial Intelligence in United States

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Academic requirements

We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.

English requirements

We are not aware of any English requirements for this programme.

Other requirements

General requirements

Prior to enrolling, you should have the following knowledge:

Algorithmic trading

Basic calculus

Basic SQL

Intermediate Python

Data science

Financial trading

Statistics proficiency

Basic descriptive statistics

You will also need to be able to communicate fluently and professionally in written and spoken English.

Make sure you meet all requirements

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Tuition Fees

Tuition fees are shown in and the most likely applicable fee is shown based on your nationality.

International Applies to you

Applies to you

Non-residents

499 USD / full

≈ 499 USD / full
Out-of-State

499 USD / full

≈ 499 USD / full
Domestic

Applies to you

In-State

499 USD / full

≈ 499 USD / full

Additional Details

249$ - Monthly Subscription - Unlimited access to all Udacity programs, skills and projects

Funding

Win a €10000 Scholarship! Deadline: 30 June 2020

Embark on your journey with the Studyportals Scholarship! We're giving away a total of 20,000 euros to help you achieve your dream of studying abroad.

Win a €10000 Scholarship! Deadline: 30 June 2020

Embark on your journey with the Studyportals Scholarship! We're giving away a total of 20,000 euros to help you achieve your dream of studying abroad.

In order for us to give you accurate scholarship information, we ask that you please confirm a few details and create an account with us.

Scholarships Information

Below you will find Master's scholarship opportunities for AI for Trading.

Available Scholarships

You are eligible to apply for these scholarships but a selection process will still be applied by the provider.

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About

Overview

Nanodegree Skills

Get more details

Programme Structure

Check out the full curriculum

Key information

Duration

Start dates & application deadlines

Language

Delivered

Campus Location

Disciplines

Explore more key information

What students do after studying

Academic requirements

English requirements

Other requirements

General requirements

Make sure you meet all requirements

Tuition Fees

International Applies to you

Domestic

Additional Details

Funding

Scholarships Information

Available Scholarships

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