Udacity Artificial Intelligence AI For Trading V1.0.0

Udacity Artificial Intelligence AI For Trading V1.0.0 Download

Artificial Intelligence, Complete real-world projects designed by industry experts, covering topics from asset management to trading signal generation. Master AI algorithms for trading, and build your career-ready portfolio.

• 2 Terms
• 6 months
• Study 5-10 hrs/week

CO – CREATED WITH

• WorldQuant

WHY ENROLL

Become career-ready faster

• INDUSTRY SIZE & DEMAND

In India, algo-trading is expected to cross a 25% mark of the total equity cash market trade volume by 2020.

• JOB OPPORTUNITIES

Quants in India get up to 4-5 openings on an average to apply in a week, which varies from domestic trading companies to large MNCs

• RANKED #08 CNBC

Udacity ranked as the most disruptive learning company in the world for 2 years in a row by CNBC

• GLOBAL COMMUNITY

Join a global community of quant traders and get a worldwide view of trading strategies with Worldquant

WHAT YOU LEARN

Study cutting edge Content
Prerequisites and Requirements
In order to succeed in this Nanodegree program, we strongly recommend that you have the following prerequisites.
You should have some experience programming with Python, and be familiar with statistics, linear algebra, and calculus. Python programming knowledge

• Basic data structures
• Basic Numpy

Intermediate statistical knowledge

• Mean, median, mode
• Variance, standard deviation
• Random variables, independence
• Distributions, normal distribution
• T-test, p-value, statistical significance

Intermediate calculus and linear algebra knowledge

• Integrals and derivatives
• Linear combination, linear independence
• Matrix operations
• Eigenvectors, eigenvalues

New to Python programming? Check out our free Intro to Data Analysis course.

New to Python programming? Check out our free Programming Foundations with Python course.

Need to refresh your statistical and algebra knowledge? Check out our free statistics and linear algebra courses:

• Intro to Statistics free course
• Linear algebra refresher free course

TERM 1: BASIC

TERM 2: ADVANCED

AI Algorithms in Trading

Term fee includes
COURSE CONTENT

Best-in-class content by industry leaders in the form of bite-sized videos and quizzes.

COURSE SYLLABUS

• Sentiment Analysis with Natural Language Processing

Learn the fundamentals of text processing, and analyze corporate filings to generate sentiment-based trading signals.

• Advanced Natural Language Processing with Deep Learning

Learn to apply deep learning in quantitative analysis and use recurrent neural networks and long short-term memory to generate trading signals.

• Simulating Trades with Historical Data

Learn to refine trading signals by running rigorous backtests. Track your P&L while your algorithm buys and sells.

• Combining Multiple Signals

Learn advanced techniques to select and combine the factors you’ve generated from both traditional and alternative data.

PROJECTS

Industry relevant projects + unlimited project reviews by our global reviewers

PROJECT 1

• Sentiment Analysis using NLPPROJECT 2
  Deep Neural Network with News Data

PROJECT 3

• Backtesting

PROJECT 4

• Combine Signals for Enhanced Alpha

SERVICES

We guide and support you throughout your learning journey through these services.
Knowledge

• Search-based Q&A forum

Study Groups

• collaborate with fellow students & mentors

Project reviews & feedback

• actionable feedback from expert project reviewers

Your Nanodegree journey

ENROLL IN TERM IIto enroll, write to india@udacity.com, if you have completed Term 1

• BRUSH UP ON PRE-REQUISITES

while you wait for the classroom to open, brush up on pre-requisites

• CLASSROOM OPENS

to know, write to india@udacity.com, if you have completed Term 1 In case you feel unsure about the program, we offer a full refund on canceling within 7 days of classroom opening.

• SUBMIT PROJECTS

submit all projects within 3 months

• COMPLETE TERM 2

finish requirements for graduation

• NANODEGREE CERTIFICATE

You are eligible to take part in our career fest Propel.

Udacity Artificial Intelligence AI For Trading V1.0.0 Download

Download
Google Drive | [5.7 GB]