Description of Artificial Intelligence for Trading Nanodegree Programs
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.
What will you learn in Artificial Intelligence for Trading Nanodegree Programs?
- Quantitative Trading
- 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.
- Estimated 6 months to complete
Basic Quantitative Trading
- Learn about market mechanics and how to generate signals with stock data. Work on developing a momentum-trading strategy in your first project.
- TRADING WITH MOMENTUM
Advanced Quantitative Trading
- Learn the quant workflow for signal generation, and apply advanced quantitative methods commonly used in trading.
- BREAKOUT STRATEGY
Stocks, Indices, and ETFs
- Learn about portfolio optimization, and financial securities formed by stocks, including market indices, vanilla ETFs, and Smart Beta ETFs.
- SMART BETA AND PORTFOLIO OPTIMIZATION
Factor Investing and Alpha Research
- Learn about alpha and risk factors, and construct a portfolio with advanced optimization techniques.
- ALPHA RESEARCH AND FACTOR MODELING
Sentiment Analysis with Natural Language Processing
- Learn the fundamentals of text processing, and analyze corporate filings to generate sentiment-based trading signals.
- SENTIMENT ANALYSIS USING NLP
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.
- DEEP NEURAL NETWORK WITH NEWS DATA
Combining Multiple Signals
- Learn advanced techniques to select and combine the factors you’ve generated from both traditional and alternative data.
- COMBINE SIGNALS FOR ENHANCED ALPHA
Simulating Trades with Historical Data
- Learn to refine trading signals by running rigorous back tests. Track your P&L while your algorithm buys and sells.
All Our Programs Include
- Real-world projects from industry experts
With real world projects and immersive content built in partnership with top tier companies, you’ll master the tech skills companies want.
- Technical mentor support
Our knowledgeable mentors guide your learning and are focused on answering your questions, motivating you and keeping you on track.
- Personal career coach and career services
You’ll have access to career coaching sessions, interview prep advice, and resume and online professional profile reviews to help you grow in your career.
- Flexible learning program
Get a custom learning plan tailored to fit your busy life. Learn at your own pace and reach your personal goals on the schedule that works best for you.
More courses from the same author: Udacity
When will I receive my course?
You will receive a link to download your course immediately or within 1 to 21 days. It depends on the product you buy, so please read the short description of the product carefully before making a purchase.
How is my course delivered?
We share courses through Google Drive, so once your order is complete, you’ll receive an invitation to view the course in your email.
To avoid any delay in delivery, please provide an Gmail and enter your email address correctly in the Checkout Page.
In case you submit a wrong email address, please contact us to resend the course to the correct email.
How do I check status of my order?
Please log in to TradingAZ account then go to Order Page. You will find all your orders includes number, date, status and total price.
If the status is Processing: Your course is being uploaded. Please be patient and wait for us to complete your order. If your order has multiple courses and one of them has not been updated with the download link, the status of the order is also Processing.
If the status is Completed: Your course is ready for immediate download. Click “VIEW” to view details and download the course.
Where can I find my course?
Once your order is complete, a link to download the course will automatically be sent to your email.
You can also get the download link by logging into your TradingAZ account then going to Downloads Page.