Artificial Intelligence for Trading

BY
Udacity

Upgrade your skills along with your portfolio and stand out from the competition in the corporate world with a Nanodegree Program Artificial Intelligence f

Lavel

Intermediate

Mode

Online

Duration

6 Months

Quick Facts

particular details
Collaborators WorldQuant
Medium of instructions English
Mode of learning Self study, Virtual Classroom
Mode of Delivery Video and Text Based
Learning efforts 10 Hours Per Week

Course overview

This Artificial Intelligence for Trading certification course is crucial in the world of trading. Big companies use AI analysis to gain investments as it efficiently mitigates risks of the future. This in the end saves ample time and money for the company. Big companies use AI analysis to gain investments as it efficiently mitigates risks of the future. This in the end saves ample time and money for the company.

The Artificial Intelligence for Trading certification by Udacity will make the candidate ready for the future of trading and technology. Master your skills and make yourself stand out of the box in the industry with the Nanodegree Programme in AI for Trading. Become field ready for your job by this finely stitched programme by our faculty which will build you and your skills in every area that is necessary from the comfort of their own home. 

Be the best in the field by getting trained under the best who have experience in the industry. The Artificial Intelligence for Trading certification by Udacity is for the candidates who are ambitious and are keen to make their career and future in the field of Artificial Intelligence.

The highlights

  • 4 months programme 
  • Online programme
  • Get certified by Udacity 

Program offerings

  • Real-world projects
  • Project reviews.

Course and certificate fees

The Artificial Intelligence for Trading certification fees are as follows:

Fee Details for Artificial Intelligence for Trading Fees

Base Price

Rs. 1,37,094

(Less) Bundle Discount

Rs. 20,580

Total Price

Rs. 1,16,514

EMI Option

Available


Fee Details for Artificial Intelligence for Trading (pay as you go)

Head

Amount

Programme Fees

Rs. 22,849


certificate availability

Yes

certificate providing authority

Udacity

Who it is for

Candidates who can enrol in the Artificial Intelligence for the Trading course are:

  • Data Analyst
  • Programmer 
  • Computer Programmer

Eligibility criteria

Experience

Candidates looking forward to applying for the Artificial Intelligence for Trading online course must have working experience with Python. They should also have functional knowledge of mathematics.

He/she must have worked on Basic Numpy and Basic data structures under Python.

Candidates must be well versed with statistics especially in different areas namely, mode, median, mean, standard deviation, variance, Independence, random variables, normal distribution, distribution, statistical significance, p-value and T-test.

Candidates need to be good with linear algebra and calculus and understand different concepts namely, matrix operations, eigenvalues, eigenvectors, linear independence, linear combination, derivatives and integrals. 

Certification qualification

The Artificial Intelligence for Trading training course comprises curriculum, content and 8 projects that need to be completed in 6 months' time. In case, the candidate does not clear these projects then he/she is not entitled to the certificate of completion. 

What you will learn

Knowledge of artificial intelligence

After completing the Artificial Intelligence for Trading certification syllabus, candidates will be learning a series of key skills and knowledge outcomes that will reap benefits. They are listed below:

  • Portfolio management, trading signal generation, data processing, and quantitative analysis
  • Key dynamics and functionalities of momentum trading strategy
  • Generation of signals with the help of stock data
  • Implementation of advanced quantitative methods that are utilised in trading 
  • ETFs, Indices and Stocks (financial securities and portfolio optimization)

The syllabus

Course 1: Basic Quantitative Trading

  • Introduction
  • Momentum Trading 
  • Stock Returns
  • Market Mechanics 
  • Stock Prices 
  • Data Processing

Course 2: Advanced Quantitative Trading

  • Regression
  • Volatility
  • Time Series Modeling
  • Quant Workflow
  • Pairs Trading and Mean Reversion 
  • Outliers and Filtering Signals

Course 3: Stocks, Indices and ETFs

  • ETFs
  • Stocks, Indices and Funds
  • Portfolio Optimization
  • Portfolio Risk and Return

Course 4: Factor Investing and Alpha Research

  • Alpha Factors
  • Risk Factor Models
  • Advanced Portfolio Optimization with Risk and Alpha Factors Models 
  • Factors Models of Returns

Course 5: Sentiment Analysis with Natural Language Processing

  • Text Processing
  • Basic NLP analysis 
  • Feature Extraction 
  • Financial Statements
  • Intro to Natural Language Processing 

Course 6: Advanced Natural Language Processing with Deep Learning

  • Sentiment Prediction RNN
  • Embeddings and Word2Vec
  • Recurrent Neural Networks
  • Deep Learning with PyTorch
  • Training Neural Networks
  • Introduction to Neural Networks

Course 7: Combining Multiple Signals

  • Decision Trees
  • Overview
  • Random Forests
  • Model Testing and evaluation
  • Overlapping Labels
  • Feature Importance 
  • Feature Engineering

Course 8: Simulating Trades with Historical Data

  • Attribution
  • Intro to Backtesting
  • Optimization with Transaction Costs

Admission details

Candidates seeking Artificial Intelligence for Trading certification by Udacity must visit the following steps: 

Step 1: Click https://www.udacity.com/course/ai-for-trading--nd880

Step 2: There is an Enroll Now Tab on the page. Click it and proceed.

Step 3: Over there you will see that there are two separate fees plans namely, Pay as you go and Pay Upfront. 

Step 4: Once the plan is finalized, you will see that if you are a regular user of Udacity then it will return the student tab while new users will see ‘Quick checkout’ as a tab.

Step 5: If you go for Quick checkout then you will require Facebook and Google Id. 

Step 6: Then the user will see that details of fees are provided. Then if you have a coupon code, use it and make the payment and if not then check out if the payment needs to be clicked. 

Step 7: Now the user will make the payment via different modes. 

Step 8: After the payment is done, he/she can easily access the programme.

Scholarship Details

Candidates can easily avail themselves of scholarships by first visiting the link https://udacity.zendesk.com/hc/en-us/categories/360002443511-Scholarship-Programs. Once you click on the link, you will be directed to a page that has the tab Notify Me. Click ‘Notify Me’ and fill in the details and submit. After submission, candidates will start receiving notifications for the Artificial Intelligence Trading certification course, for which scholarships have been listed on the website. 

How it helps

Artificial Intelligence for Trading certification benefits is many. The candidate will get certified by Udacity in partnership with Worldquant. The student will learn quantitative analysis basics and will have an opportunity to work on real-world projects from industry experts which cater from trading strategies to portfolio optimization. We have knowledgeable mentors as technical support to guide the candidate in learning and are always available to help them out.

The candidate will have personal career coaching along with interview advice and help in building a good resume. They will learn to refine trading signals, fundamentals of text processing. Learn in deep about stocks, indices and ETFs along with advanced quantitative trading. At the end Artificial Intelligence for Trading online course, the candidates will become efficient in easily handle trades of big trading industries.

Instructors

Mr Luis Serrano
Instructor
Freelancer

Ph.D

Ms Cezanne Camacho
Instructor
Freelancer

M.S, Other Masters

Mr Mat Leonard
Instructor
Freelancer

Ph.D

Mr Arpan Chakraborty
Instructor
Georgia Tech

Ph.D

Ms Elizabeth Otta Hamel
Instructor
Freelancer

Ms Eddy Shyu
Instructor
Udacity

Mr Brok Bucholtz
Instructor
Freelancer

Ms Parnian Barekatain
Instructor
Freelancer

Mr Juan Delgado
Content Developer
Udacity

Other Masters, Ph.D

Ms Cindy Lin
Instructor
Freelancer

FAQs

What are the eligibility criteria to join the course?

Nano degree program in Artificial intelligence for Trading certification course is for the candidates who have intermediate knowledge and experience in programming with Python and are also familiar with calculus, statistics, and linear algebra. The candidate should also have intermediate statistical as well as intermediate Calculus and linear algebra knowledge.

Can I get a refund for the Artificial Intelligence for Trading certification course, if I wish to opt out of it?

Since course is a nanodegree program along with 7-day trial sessions. So it does not have a refund policy. You can opt for ‘Pay as You Go’ payment option, where, pay only for a period of time.

Are there any additional costs for the study material in the Artificial Intelligence for Trading online course?

yes, the candidates will be provided with a full group of study material as they complete each stage and as they do their payment. But this material is included with the programme fees structure entirely. So, they will not have to pay any additional fees for the same.

What are the specific software requirements for the Artificial Intelligence for Trading training course?

After paying the fees the candidate will be provided with all of them with a license. And if they need any help in installing, they will be helped for the same.

Can we pay the fees in EMi for the Artificial Intelligence for Trading certification course?

no, the candidate cannot pay the fees in EMI as there are 2 options to pay the fees. The candidate can choose from them as to whichever way suits them.

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